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<h1><a href="https://aykuterdem.github.io">Aykut Erdem</a> · <a href="https://www.ku.edu.tr">Koç University</a> · <a href="https://ai.ku.edu.tr">KUIS AI Center</a></h1>
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<h3>Preprints</h3>
<ul>
<li><a href="https://arxiv.org/abs/1612.00215">Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts</a><br>
Levent Karacan, Zeynep Akata, Aykut Erdem, Erkut Erdem<br>
arXiv preprint arXiv:1612.00215, December 2016.<br>
<a href="https://arxiv.org/pdf/1612.00215v1.pdf">pdf</a></a>
</li>
</ul>
<h3>Journal Articles</h3>
<ul>
<li><a href="https://web.cs.hacettepe.edu.tr/~erkut/publications/imavis-LGT360IQ.pdf">Omnidirectional Image Quality Assessment with Local–Global Vision Transformers</a><br>
Nafiseh Jabbari Tofighi, M. Hedi Elfkir, Nevrez Imamoglu, Cagri Ozcinar, Aykut Erdem, Erkut Erdem<br>
<b>Image and Vision Computing</b>, Vol. 148, 105151, August 2024.<br>
<a href="https://web.cs.hacettepe.edu.tr/~erkut/publications/imavis-LGT360IQ.pdf">pdf</a> · <a href="https://github.com/Nafiseh-Tofighi/LGT360IQ">code</a>
</li>
<li><a href="https://arxiv.org/abs/2305.06382">HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks</a><br>
Burak Ercan, Onur Eker, Canberk Saglam, Aykut Erdem, Erkut Erdem<br>
<b>IEEE Transactions on Image Processing</b>, Vol. 33, pp. 1826-1837, March 2024.<br>
<a href="https://arxiv.org/abs/2305.06382">pdf</a> · <a href="https://ercanburak.github.io/HyperE2VID.html">project page (with code)</a>
</li>
<li><a href="https://www.sciencedirect.com/science/article/pii/S0921889024000150">Object and relation centric representations for push effect prediction</a><br>
Ahmet E. Tekden, Aykut Erdem, Erkut Erdem, Tamim Asfour, Emre Ugur<br>
<b>Robotics and Autonomous Systems</b>, Vol. 174, April 2024.<br>
<a href="<a href="https://arxiv.org/abs/2309.08197">pdf</a>
</li>
<li><a href="https://arxiv.org/abs/2309.08197">Hyperspectral Image Denoising via Self-Modulating Convolutional Neural Networks</a><br>
Orhan Torun, Seniha Esen Yuksel, Erkut Erdem, Nevrez Imamoglu, Aykut Erdem<br>
<b>Signal Processing</b>, Vol. 214, January 2024.<br>
<a href="https://arxiv.org/abs/2309.08197">pdf</a> · <a href="https://arxiv.org/abs/2309.08197">code</a>
</li>
<li><a href="https://dl.acm.org/doi/10.1145/3610287">CLIP-guided StyleGAN Inversion for Text-driven Real Image Editing</a><br>
Ahmet Canberk Baykal, Abdul Basit Anees, Duygu Ceylan, Erkut Erdem, Aykut Erdem, Deniz Yuret<br>
<b>ACM Transactions on Graphics</b>, Vol. 42, Issue 5, Article 172, August 2023.<br>
<a href="https://dl.acm.org/doi/10.1145/3610287">pdf</a> · <a href="https://cyberiada.github.io/CLIPInverter/">project page (with code and demo)</a>
<li><a href="https://openreview.net/forum?id=uyTL5Bvosj">Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models</a><br>
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, et al.<br>
<b>Transactions on Machine Learning Research</b>, May 2023.<br>
<a href="https://openreview.net/forum?id=uyTL5Bvosj">pdf</a> · <a href="https://github.com/google/BIG-bench">project page</a>
</li>
<li><a href="papers/gfsalnet.pdf">A Gated Fusion Network for Dynamic Saliency Prediction</a><br>
Aysun Kocak, Erkut Erdem, Aykut Erdem<br>
<b>IEEE Transactions on Cognitive and Developmental Systems</b>, Vol. 14, Issue 3, pp. 995-1008, September 2022.<br>
<a href="papers/gfsalnet.pdf">pdf</a> · <a href="https://hucvl.github.io/GFSalNet/">project page</a></li>
<li><a href="https://www.jair.org/index.php/jair/article/view/12918">Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning</a><br>
Erkut Erdem, Menekse Kuyu, Semih Yagcioglu, Anette Frank, Letitia Parcalabescu, Andrii Babii, Oleksii Turuta, Aykut Erdem, Iacer Calixto, Barbara Plank, Elena Lloret, Elena-Simona Apostol, Ciprian-Octavian Truicā, Branislava Šandrih, Sanda Martinčić-Ipšić, Gábor Berend, Albert Gatt, Gražina Korvel<br>
<b>Journal of Artificial Intelligence Research</b>, Vol. 73, pp. 1131-1207, April 2022.<br>
<a href="">pdf</a></li>
<li><a href="https://link.springer.com/article/10.1007/s11042-022-12442-w">Leveraging semantic saliency maps for query-specific video summarization</a><br>
Kemal Cizmeciler, Erkut Erdem, Aykut Erdem<br>
<b>Multimedia Tools and Application</b>, March 2022.<br>
<a href="https://link.springer.com/article/10.1007/s11042-022-12442-w">pdf</a> · <a href="https://hucvl.github.io/query-specific-summarization/">project page</a></li>
<li><a href="https://web.cs.hacettepe.edu.tr/~erkut/publications/dark-burst-photography.pdf">Burst Photography for Learning to Enhance Extremely Dark Images</a><br>
Ahmet Serdar Karadeniz, Erkut Erdem, Aykut Erdem<br>
<b>IEEE Transactions on Image Processing</b>, Vol. 30, pg. 9372-9385, November 2021.<br>
<a href="https://web.cs.hacettepe.edu.tr/~erkut/publications/dark-burst-photography.pdf">pdf</a></li>
<li><a href="papers/noon-to-sunset-cgf21.pdf">From Noon to Sunset: Interactive Rendering, Relighting, and Recoloring of Landscape Photographs by Modifying Solar Position</a><br>
Murat Ture, M. Ege Ciklabakkal, Aykut Erdem, Erkut Erdem, Pinar Satilmis, Ahmet Oguz Akyuz<br>
<b>Computer Graphics Forum</b>, Vol. 40, Issue 6, pp. 500-515, September 2021.<br>
<a href="papers/noon-to-sunset-cgf21.pdf">pdf</a></li>
<li><a href="https://link.springer.com/content/pdf/10.1007/s10590-021-09276-y.pdf">MSVD-Turkish: A Comprehensive Multimodal Video Dataset for Integrated Vision and Language Research in Turkish</a><br>
Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem, Aykut Erdem, Pranava Madhyastha, Lucia Specia<br>
<b>Machine Translation</b>, Vol. 35, 265-288.<br>
<a href="https://link.springer.com/content/pdf/10.1007/s10590-021-09276-y.pdf">pdf</a> · <a href="https://hucvl.github.io/MSVD-Turkish/">project page</a></li>
<li><a href="https://hucvl.github.io/synthetic18k/Synthetic18K.pdf">Synthetic18K: Learning better representations for person re-ID and attribute recognition from 1.4 million synthetic images</a><br>
Onur Can Uner, Cem Aslan, Burak Ercan, Tayfun Ates, Ufuk Celikcan, Aykut Erdem, Erkut Erdem<br>
<b>Signal Processing: Image Communication</b>, Vol. 97, September 2021.<br>
<a href="https://hucvl.github.io/synthetic18k/Synthetic18K.pdf">pdf</a> · <a href="https://hucvl.github.io/synthetic18k/">project page</a></li>
<li><a href="https://graphics.cs.hacettepe.edu.tr/NOVA-Adverse/NOVA_Adverse_preprint.pdf">Using Synthetic Data for Person Tracking Under Adverse Weather Conditions</a><br>
Abdulrahman Kerim, Ufuk Celikcan, Erkut Erdem, Aykut Erdem<br>
<b>Image and Vision Computing</b>, Vol. 111, July 2021.<br>
<a href="https://graphics.cs.hacettepe.edu.tr/NOVA-Adverse/NOVA_Adverse_preprint.pdf">pdf</a> · <a href="https://graphics.cs.hacettepe.edu.tr/NOVA-Adverse/">project page</a></li>
<li><a href="https://graphics.cs.hacettepe.edu.tr/NOVA/NOVA_preprint.pdf">NOVA: Rendering Virtual Worlds with Humans for Computer Vision Tasks</a><br>
Abdulrahman Haje Kerim, Cem Aslan, Ufuk Celikcan, Erkut Erdem, Aykut Erdem<br>
<b>Computer Graphics Forum</b>, Vol. 40, Issue 6, pp. 258-272, September 2021.<br>
<a href="https://graphics.cs.hacettepe.edu.tr/NOVA/NOVA_preprint.pdf">pdf</a> · <a href="https://graphics.cs.hacettepe.edu.tr/NOVA/">project page</a></li>
<li><a href="https://www.sciencedirect.com/science/article/pii/S0167865521000647">Leveraging auxiliary image descriptions for dense video captioning</a><br>
Emre Boran, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem, Pranava Madhyastha, Lucia Specia<br>
<b>Pattern Recognition Letters</b>, Vol. 146, June 2021.<br>
<a href="https://www.sciencedirect.com/science/article/pii/S0167865521000647">pdf</a></li>
<li><a href="https://www.sciencedirect.com/science/article/abs/pii/S136184152030308X">mustGAN: multi-stream Generative Adversarial Networks for MR Image Synthesis</a><br>
Mahmut Yurt, Salman UH Dar, Aykut Erdem, Erkut Erdem, Kader K. Oguz, Tolga Cukur<br>
<b>Medical Image Analysis</b>, Vol. 70, May 2021.<br>
<a href="https://www.sciencedirect.com/science/article/abs/pii/S136184152030308X">pdf</a></li>
<li><a href="papers/visual-story-graphs.pdf">Generating Visual Story Graphs with Application to Photo Album Summarization</a><br>
Bora Celikkale, Goksu Erdogan, Aykut Erdem, and Erkut Erdem<br>
<b>Signal Processing: Image Communication</b>, Vol. 90, January 2021.<br>
<a href="papers/visual-story-graphs.pdf">pdf</a></li>
<li><a href="papers/hedgesal.pdf">Hedging Static Saliency Models to Predict Dynamic Saliency</a><br>
Yasin Kavak, Erkut Erdem, and Aykut Erdem<br>
<b>Signal Processing: Image Communication</b>, Vol. 81, February 2020.<br>
<a href="papers/hedgesal.pdf">pdf</a></li>
<li><a href="https://arxiv.org/pdf/1808.07413.pdf">Manipulating Attributes of Natural Scenes via Hallucination</a><br>
Levent Karacan, Zeynep Akata, Aykut Erdem, Erkut Erdem<br>
<b>ACM Transactions on Graphics</b>, Vol. 39, Issue 1, Article 7, February 2020.<br>
<a href="https://arxiv.org/pdf/1808.07413v2.pdf">pdf</a> · <a href="https://hucvl.github.io/attribute_hallucination/">project page (with data and code)</a> · <a href="https://www.youtube.com/watch?v=MPdj8KGZHa0">two minute papers</a></p></li>
<li><a href="http://www.icon.bilkent.edu.tr/docs/Dar-2019.pdf">Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks</a><br>
Salman Ul Hassan Dar, Mahmut Yurt, Levent Karacan, Aykut Erdem, Erkut Erdem, Tolga Çukur<br>
<b>IEEE Transactions on Medical Imaging</b>, Vol. 38, Issue 10, pp. 2375-2388, October 2019.<br>
<a href="http://www.icon.bilkent.edu.tr/docs/Dar-2019.pdf">pdf</a></li>
<li><a href="papers/ieee-tmm18.pdf">Spatio-Temporal Saliency Networks for Dynamic Saliency Prediction</a><br>
Cagdas Bak, Aysun Kocak, Erkut Erdem, Aykut Erdem<br>
<b>IEEE Transactions on Multimedia</b>, Vol. 20, Issue 7, pp. 1688-1698, July 2018.<br>
<a href="papers/ieee-tmm18.pdf">pdf</a></li>
<li><a href="papers/karacan_tip2017.pdf">Alpha Matting with KL-Divergence Based Sparse Sampling</a><br>
Levent Karacan, Aykut Erdem, Erkut Erdem<br>
<b>IEEE Transactions on Image Processing</b>, Vol. 26, Issue 9, pp. 4523-4536, September 2017.<br>
<a href="papers/karacan_tip2017.pdf">pdf</a></li>
<li><a href="papers/iet-cv2016.pdf">Data-driven image captioning via salient region discovery</a><br>
Mert Kilickaya, Burak Kerim Akkus, Ruket Cakici, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis<br>
<b>IET Computer Vision</b>, Vol. 11, Issue 6, pp. 398-406, September 2017.<br>
<a href="papers/iet-cv2016.pdf">pdf</a></li>
<li><a href="http://web.cs.hacettepe.edu.tr/~erkut/publications/Learning-Dynamic-Saliency.pdf">A Comparative Study for Feature Integration Strategies in Dynamic Saliency Estimation</a><br>
Yasin Kavak, Erkut Erdem, Aykut Erdem<br>
<b>Signal Processing: Image Communication</b>, Vol. 51, pp. 13-25, February 2017.<br>
<a href="http://web.cs.hacettepe.edu.tr/~erkut/publications/Learning-Dynamic-Saliency.pdf">pdf</a></li>
<li><a href="papers/ijisae17.pdf">Structure-Texture Decomposition of RGB-D Images</a><br>
Aykut Erdem<br>
<b>International Journal of Intelligent Systems and Applications in Engineering</b>, Vol. 4, No. 4., pp. 111-118, October 2016.<br>
<a href="papers/ijisae17.pdf">pdf</a></li>
<li><a href="http://web.cs.hacettepe.edu.tr/~erkut/publications/DPCF-Tracking.pdf">Deformable Part-based Tracking by Coupled Global and Local Correlation Filters</a><br>
Osman Akin, Erkut Erdem, Aykut Erdem, Krystian Mikolajczyk<br>
<b>Journal of Visual Communication and Image Representation</b>, Vol. 38, pp. 763-774, July 2016.<br>
<a href="http://web.cs.hacettepe.edu.tr/~erkut/publications/DPCF-Tracking.pdf">pdf</a></li>
<li><a href="papers/eg2016.pdf">An Objective Deghosting Quality Metric for HDR Images</a><br>
Okan Tarhan Tursun, Ahmet Oguz Akyuz, Aykut Erdem, Erkut Erdem<br>
<b>Computer Graphics Forum</b> (<b>Eurographics 2016</b>), Vol. 35, Issue 2, pp. 139-152, May 2016.<br>
<a href="papers/eg2016.pdf">pdf</a> · <a href="http://user.ceng.metu.edu.tr/~akyuz/files/eg2016/index.html">project page</a></li>
<li><a href="http://www.jair.org/papers/paper4900.html">Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures</a><br>
Raffaella Bernardi, Ruket Cakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank<br>
<b>Journal of Artificial Intelligence Research</b>, Vol. 55, pp. 409-442, February 2016.<br>
<a href="http://www.jair.org/papers/paper4900.html">pdf</a></li>
<li><a href="http://www.sciencedirect.com/science/article/pii/S0262885615000955">Predicting Memorability of Images Using Attention-driven Spatial Pooling and Image Semantics</a><br>
Bora Celikkale, Aykut Erdem and Erkut Erdem<br>
<b>Image and Vision Computing</b>, Vol. 42, pp. 35-46, October 2015.<br>
<a href="http://www.sciencedirect.com/science/article/pii/S0262885615000955">pdf</a></li>
<li><a href="papers/hdr-deghosting-star.pdf">The State of the Art in HDR Deghosting: A Survey and Evaluation</a><br>
Okan Tarhan Tursun, Ahmet Oguz Akyuz, Aykut Erdem and Erkut Erdem<br>
<b>Computer Graphics Forum</b> (<b>Eurographics STAR 2015</b>), 34(2), pp. 683-707, May 2015<br>
<a href="papers/hdr-deghosting-star.pdf">pdf</a> · <a href="http://user.ceng.metu.edu.tr/~akyuz/files/eg2015/index.html">project page</a></li>
<li><a href="http://web.cs.hacettepe.edu.tr/~erkut/publications/RegCovSmoothing.pdf">Structure-Preserving Image Smoothing via Region Covariances</a><br>
Levent Karacan, Erkut Erdem and Aykut Erdem<br>
<b>ACM Transactions on Graphics</b> (Proceedings of <b>SIGGRAPH Asia 2013</b>), 32(6), November 2013<br>
<a href="http://web.cs.hacettepe.edu.tr/~erkut/publications/RegCovSmoothing.pdf">pdf</a> ·
<a href="http://web.cs.hacettepe.edu.tr/~karacan/projects/regcovsmoothing/">project page (with code)</a></li>
<li><a href="http://jov.arvojournals.org/article.aspx?articleid=2121371">Visual saliency estimation by nonlinearly integrating features using region covariances</a><br>
Erkut Erdem and Aykut Erdem</b><br><b>Journal of Vision</b>, Vol. 13, No. 4, Article 11, March 2013<br>
<a href="http://jov.arvojournals.org/article.aspx?articleid=2121371">pdf</a> ·
<a href="http://web.cs.hacettepe.edu.tr/~erkut/projects/CovSal/">project page (with code)</a></li>
<li><a href="papers/gtg.pdf">Graph Transduction as a Non-Cooperative Game</a><br>
Aykut Erdem and Marcello Pelillo<br>
<b>Neural Computation</b>, Vol. 24, No. 3, pp. 700-723, March 2012<br>
<a href="papers/gtg.pdf">pdf</a> · <a href="codes/gtg.m">code</a></li>
<li><a href="papers/prl2010.pdf">A similarity-based approach for shape classification using Aslan skeletons</a><br>
Aykut Erdem and Sibel Tari<br><b>Pattern Recognition Letters</b>, Vol. 31, Issue 13, pp. 2024-2032, October 2010<br>
<a href="papers/prl2010.pdf">pdf</a></li>
<li><a href="papers/pr2009.pdf">Dissimilarity Between Two Skeletal Trees in a Context</a><br>
Emre Baseski, Aykut Erdem and Sibel Tari<br>
<b>Pattern Recognition</b>, Vol. 42, Issue 3, pp. 370-385, March 2009<br>
<a href="papers/pr2009.pdf">pdf</a> · <a href="codes/1000shapes.zip">1000 Shapes Data Set</a></li>
<li><a href="papers/pami2008.pdf">Disconnected Skeleton: Shape at its Absolute Scale</a><br>
Cagri Aslan, Aykut Erdem, Erkut Erdem and Sibel Tari<br>
<b>IEEE Trans. on Pattern Analysis and Machine Intelligence</b>, Vol. 30, No. 12, pp. 2188-2203, December 2008<br>
<a href="papers/pami2008.pdf">pdf</a></li>
<li>Vision-based continuous Graffiti-like text entry system<br>
Aykut Erdem, Erkut Erdem, Volkan Atalay and A. Enis Cetin<br>
<b>Optical Engineering</b>, Vol. 43, Issue 3, pp. 553-558, March 2004</i></li>
</ul>
<h3>Conference/Workshop Publications</h3>
<ul>
<li><a href="https://arxiv.org/abs/2406.09368">CLIPAway: Harmonizing Focused Embeddings for Removing Objects via Diffusion Models</a><br>
Yigit Ekin, Ahmet Burak Yildirim, Erdem Eren Caglar, Aykut Erdem, Erkut Erdem, Aysegul Dundar<br>
the Thirty-Eighth Annual Conference on Neural Information Processing Systems (<b>NeurIPS 2024</b>), Vancouver, December 2024.<br>
<a href="https://arxiv.org/abs/2406.09368">pdf</a> · <a href="https://yigitekin.github.io/CLIPAway/">project page (with code)</a>
</li>
<li><a href="https://openreview.net/forum?id=nSIEwsIT6r">Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare</a><br>
Emre Can Acikgoz, Osman Batur İnce, Rayene Bech, Arda Anıl Boz, Ilker Kesen, Aykut Erdem, Erkut Erdem<br>
Workshop on <b>GenAI for Health</b>: Potential, Trust and Policy Compliance} at the Thirty-Eighth Annual Conference on Neural Information Processing Systems (<b>NeurIPS 2024</b>), Vancouver, December 2024.<br>
<a href="https://openreview.net/forum?id=nSIEwsIT6r">pdf</a> · <a href="https://cyberiada.github.io/Hippocrates/">project page (with code)</a>
</li>
<li><a href="https://cyberiada.github.io/HyperGAN-CLIP/static/docs/HyperGANCLIP.pdf">HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation</a><br>
Abdul Basit Anees, Ahmet Canberk Baykal, Muhammed Burak Kizil, Duygu Ceylan, Erkut Erdem, Aykut Erdem<br>
<b>SIGGRAPH Asia Conference Papers</b>, Tokyo, Japan, December 2024.<br>
<a href="https://cyberiada.github.io/HyperGAN-CLIP/static/docs/HyperGANCLIP.pdf">pdf</a> · <a href="https://cyberiada.github.io/HyperGAN-CLIP/">project page (with code)</a>
</li>
<li><a href="papers/IGARSS2024.pdf">Self-Supervised Calibration of the Denoising Networks for HSI</a><br>
Orhan Torun, S. Esen Yuksel, Erkut Erdem, Aykut Erdem<br>
2024 IEEE International Geoscience and Remote Sensing Symposium (<b>IGARSS 2024</b>), Athens, Greece, July 2024.<br>
<a href="papers/IGARSS2024.pdf">pdf</a> · <a href="#">project page (with code)</a>
</li>
<li><a href="https://aclanthology.org/2024.naacl-long.311/">Sequential Compositional Generalization in Multimodal Models</a><br>
Semih Yagcioglu, Osman Batur İnce, Aykut Erdem, Erkut Erdem, Desmond Elliott, Deniz Yuret<br>
2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (<b>NAACL 2024</b>), Mexico City, Mexico, June 2024.<br>
<a href="https://aclanthology.org/2024.naacl-long.311.pdf">pdf</a> · <a href="https://cyberiada.github.io/CompAct/">project page (with code)</a>
</li>
<li><a href="https://arxiv.org/abs/2311.07022">ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models</a><br>
Ilker Kesen, Andrea Pedrotti, Mustafa Dogan, Michele Cafagna, Emre Can Acikgoz, Letitia Parcalabescu, Iacer Calixto, Anette Frank, Albert Gatt, Aykut Erdem, Erkut Erdem<br>
The Twelfth International Conference on Learning Representations (<b>ICLR 2024</b>), May 2024.<br>
<a href="https://arxiv.org/abs/2311.07022">pdf</a> · <a href="https://cyberiada.github.io/ViLMA/">project page (with code)</a>
</li>
<li><a href="https://arxiv.org/abs/2308.13004">Spherical Vision Transformer for 360-degree Video Saliency Prediction</a><br>
Mert Cokelek, Nevrez Imamoglu, Cagri Ozcinar, Erkut Erdem, Aykut Erdem.<br>
The 34th British Machine Vision Conference (<b>BMVC 2023</b>), November 2023.<br>
<a href="https://arxiv.org/abs/2308.13004">pdf</a> · <a href="https://cyberiada.github.io/SalViT360/">project page</a>
</li>
<li><a href="papers/dasdemir-ml4phys-23.pdf">Physically Accurate Fast Nanophotonic Simulations with Physics Informed Model and Training</a><br>
Ahmet Onur Dasdemir, Can Dimici, Aykut Erdem, and Emir Salih Magden<br>
<b>Workshop on Machine Learning and the Physical Sciences</b> at the 37th conference on Neural Information Processing Systems (<b>NeurIPS 2023</b>), December 2023.<br>
<a href="papers/dasdemir-ml4phys-23.pdf">pdf</a>
</li>
<li><a href="https://aclanthology.org/2023.findings-emnlp.867/">Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers</a><br>
Osman İnce, Tanin Zeraati, Semih Yagcioglu, Yadollah Yaghoobzadeh, Erkut Erdem, and Aykut Erdem<br>
Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (<b>EMNLP 2023</b>), Singapore, December 2023.<br>
<a href="https://aclanthology.org/2023.findings-emnlp.867/">pdf</a> · <a href="https://cyberiada.github.io/Cartography-for-Compositionality/">project page (with code)</a>
</li>
<li><a href="https://cyberiada.github.io/VidStyleODE/static/docs/VidStyleODE.pdf">VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs</a><br>
Moayed Haji Ali, Andrew Bond, Tolga Birdal, Duygu Ceylan, Levent Karacan, Erkut Erdem, Aykut Erdem.<br>
IEEE International Conference on Computer Vision (<b>ICCV 2023</b>), October 2023.<br>
<a href="https://cyberiada.github.io/VidStyleODE/static/docs/VidStyleODE.pdf">pdf</a> · <a href="https://cyberiada.github.io/VidStyleODE/">project page (with code)</a>
</li>
<li><a href="https://arxiv.org/abs/2305.00434">EVREAL: Towards a Comprehensive Benchmark and Analysis Suite for Event-based Video Reconstruction</a><br>
Burak Ercan, Onur Eker, Aykut Erdem, Erkut Erdem.<br>
4th International Workshop on Event-Based Vision (<b>EventVision 2023</b>) at IEEE/CVF Conference on Computer Vision and Pattern Recognition (<b>CVPR 2023</b>), June 2023.<br>
<a href="https://arxiv.org/abs/2305.00434">pdf</a> · <a href="https://ercanburak.github.io/evreal.html">project page</a>
</li>
<li><a href="https://arxiv.org/abs/2303.06907">ST360IQ: No-Reference Omnidirectional Image Quality Assessment with Spherical Vision Transformers</a><br>
Nafiseh Tofighi, M. Hedi Elfkir, Nevrez Imamoglu, Cagri Ozcinar, Erkut Erdem, Aykut Erdem.<br>
2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (<b>ICASSP 2023</b>), June 2023.<br>
<a href="https://arxiv.org/abs/2303.06907">pdf</a> · <a href="https://github.com/Nafiseh-Tofighi/ST360IQ">code</a>
</li>
<li><a href="https://arxiv.org/pdf/2211.04576.pdf">Detecting Euphemisms with Literal Descriptions and Visual Imagery</a><br>
Ilker Kesen, Aykut Erdem, Erkut Erdem, Iacer Calixto.<br>
3rd Workshop on Figurative Language Processing (<b>FigLang2022</b>) at Conference on Empirical Methods in Natural Language Processing (<b>EMNLP 2022</b>), December 2022.<br>
<a href="https://arxiv.org/pdf/2211.04576.pdf">pdf</a> · <a href="https://t.co/qGSPAEPxmL">code</a>
</li>
<li><a href="https://bmvc2022.mpi-inf.mpg.de/0443.pdf">Disentangling Content and Motion for Text-Based Neural Video Manipulation</a><br>
L. Karacan, T. Kerimoğlu, I. Ata İnan, T. Birdal, E. Erdem, A. Erdem.<br>
The 33rd British Machine Vision Conference (<b>BMVC</b>), London, UK, November 2022.<br>
<a href="https://bmvc2022.mpi-inf.mpg.de/0443.pdf">pdf</a> · <a href="https://github.com/leventkaracan/dicomogan">code</a>
</li>
<li><a href="https://arxiv.org/abs/2209.08564">Perception-Distortion Tradeoff in the SR Space Spanned by Flow Models</a><br>
Cansu Korkmaz, A. M. Tekalp, Zafer Doğan, Erkut Erdem, Aykut Erdem<br>
The 29th IEEE International Conference on Image Processing (<b>ICIP</b>), Bordeaux, France, October 2022.<br>
<a href="https://arxiv.org/abs/2209.08564">pdf</a>
</li>
<li><a href="papers/mula2022.pdf">Modulating Bottom-Up and Top-Down Visual Processing via Language-Conditional Filters</a><br>
Ilker Kesen, Ozan Arkan Can, Erkut Erdem, Aykut Erdem, Deniz Yuret<br>
5th Multimodal Learning and Applications Workshop (<b>MULA 2022</b>) -- in conjunction with CVPR 2022, New Orleans, USA, June 2022.<br>
<a href="mula2022.pdf">pdf</a></li>
<li><a href="https://aclanthology.org/2022.eamt-1.63/">Multi3Generation: Multitask, Multilingual, Multimodal Language Generation</a><br>
Ilker Kesen, Ozan Arkan Can, Erkut Erdem, Aykut Erdem, Deniz Yuret<br>
The 23rd Annual Conference of the European Association for Machine Translation (<b>EAMT 2022</b>), Ghent, Belgium, June 2022.<br>
<a href="https://aclanthology.org/2022.eamt-1.63/">pdf</a></li>
<li><a href="https://sites.google.com/view/craft-benchmark">CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions</a><br>
Tayfun Ates, Muhammed Samil Atesoglu, Cagatay Yigit, Ilker Kesen, Mert Kobas, Erkut Erdem, Aykut Erdem, Tilbe Goksun, Deniz Yuret<br>
Findings of the Association for Computational Linguistics: <b>ACL 2022</b>, May 2022.<br>
<a href="https://aclanthology.org/2022.findings-acl.205/">pdf</a> · <a href="https://sites.google.com/view/craft-benchmark">project page</a></li>
<li><a href="https://openaccess.thecvf.com/content/ICCV2021/papers/Akan_SLAMP_Stochastic_Latent_Appearance_and_Motion_Prediction_ICCV_2021_paper.pdf">SLAMP: Stochastic Latent Appearance and Motion Prediction</a><br>
Adil Kaan Akan, Erkut Erdem, Aykut Erdem, Fatma Guney<br>
IEEE International Conference on Computer Vision (<b>ICCV 2021</b>), Virtual, October 2021.<br>
<a href="https://openaccess.thecvf.com/content/ICCV2021/papers/Akan_SLAMP_Stochastic_Latent_Appearance_and_Motion_Prediction_ICCV_2021_paper.pdf">pdf</a> · <a href="https://kuis-ai.github.io/slamp/">project page (with code)</a>
</li>
<li><a href="papers/mva2021.pdf">Leveraging Frequency Based Salient Spatial Sound Localization to Improve 360° Video Saliency Prediction</a><br>
Mert Cokelek, Nevrez Imamoglu, Cagri Ozcinar, Erkut Erdem, Aykut Erdem<br>
The 17th International Conference on Machine Vision Applications (<b>MVA 2021</b>), Nagoya, Japan, July 2021.<br>
<a href="papers/mva2021.pdf">pdf</a></li>
<li><a href="https://hucvl.github.io/VTLM/paper.pdf">Cross-lingual Visual Pre-training for Multimodal Machine Translation</a><br>
Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia<br>
The 16th Conference of the European Chapter of the Association for Computational Linguistics (<b>EACL 2021</b>).<br>
<a href="https://hucvl.github.io/VTLM/paper.pdf">pdf</a> · <a href="https://hucvl.github.io/VTLM/">project page (with data and code)</a>
</li>
<li><a href="https://openreview.net/forum?id=UfvO9RXojYs">CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions</a><br>
Tayfun Ates, Muhammed Samil Atesoglu, Cagatay Yigit, Ilker Kesen, Mert Kobas, Erkut Erdem, Aykut Erdem, Tilbe Goksun, Deniz Yuret<br>
2nd Workshop on Shared Visual Representations in Human and Machine Intelligence (<b>SVRHM 2020</b>) at 34th Conference on Neural Information Processing Systems (<b>NeurIPS 2020</b>), December 2020.<br>
<a href="https://openreview.net/pdf?id=UfvO9RXojYs">pdf</a> · <a href="https://medium.com/hucvl-stories/introducing-craft-a-benchmark-for-causal-reasoning-about-forces-and-interactions-17f0b95480ba">blog post</a> · <a href="https://sites.google.com/view/craft-examples/home">project page</a></li>
<li><a href="papers/Tekden-2020-ICRA.pdf">Belief Regulated Dual Propagation Nets for Learning Action Effects on Articulated Multi-Part Objects</a><br>
Ahmet E. Tekden, Aykut Erdem, Erkut Erdem, Mert Imre, M. Yunus Seker and Emre Ugur<br>
International Conference on Robotics and Automation (<b>ICRA 2020</b>), Paris, France, May 2020.<br>
<a href="papers/Tekden-2020-ICRA.pdf">pdf</a> · <a href="https://www.youtube.com/watch?v=uWPr7IFT_9k">video</a></li>
<li><a href="#">Manipulating Person Videos with Natural Language</a><br>
Levent Karacan, Mehmet Gunel, Aykut Erdem, Erkut Erdem<br>
Sets & Partitions Workshop at 33rd Conference on Neural Information Processing Systems (<b>NeurIPS 2019</b>), Vancouver, Canada, December 2019.
<li><a href="https://arxiv.org/pdf/1909.08859.pdf">Procedural Reasoning Networks for Understanding Multimodal Procedures</a><br>
Mustafa Sercan Amac, Semih Yagcioglu, Aykut Erdem, and Erkut Erdem<br>
The SIGNLL Conference on Computational Natural Language Learning (<b>CoNLL 2019</b>), Hong Kong, November 2019<br>
<a href="https://arxiv.org/pdf/1909.08859.pdf">pdf</a> ·
<a href="https://hucvl.github.io/prn/">project page (with code)</a></li>
<li><a href="https://web.cs.hacettepe.edu.tr/~erkut/publications/neural_summarization_ipta2019.pdf">Diverse Neural Photo Album Summarization</a><br>
Yunus Emre Ozkose, Bora Celikkale, Aykut Erdem, and Erkut Erdem<br>
International Conference on Image Processing Theory, Tools and Applications (<b>IPTA</b>), Istanbul, Turkey, November 2019<br>
<a href="https://web.cs.hacettepe.edu.tr/~erkut/publications/neural_summarization_ipta2019.pdf">pdf</a></li>
<li><a href="papers/emnlp18.pdf">RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes</a><br>
Semih Yagcioglu, Aykut Erdem, Erkut Erdem, and Nazli Ikizler-Cinbis<br>
Conference on Empirical Methods in Natural Language Processing (<b>EMNLP 2018</b>), Brussels, Belgium, October 2018<br>
<a href="papers/emnlp18.pdf">pdf</a> ·
<a href="https://https://hucvl.github.io/recipeqa/">project page (with data and leaderboard)</a></li>
<li><a href="#">Joint Exploitation of Features and Optical Flow for Real-Time Moving Object Detection on Drones</a><br>
M. Kerim Yücel, Hazal Lezki, Ahu Ozturk, M. A. Akpinar, Berker Logoglu, Erkut Erdem, and Aykut Erdem<br>
2nd International Workshop on Computer Vision for UAVs (<b>UAVision 2018</b>) -- in conjunction with ECCV 2018, Munich, Germany, September 2018<br>
<a href="papers/uavision18.pdf">pdf</a>
</li>
<li><a href="https://arxiv.org/abs/1808.04000">Language Guided Fashion Image Manipulation with Feature-wise Transformations</a><br>
Mehmet Gunel, Erkut Erdem, and Aykut Erdem<br>
1st Workshop on Computer Vision for Fashion, Art and Design -- in conjunction with ECCV 2018, Munich, Germany, September 2018<br>
<a href="https://arxiv.org/abs/1808.04000">pdf</a>
</li>
<li><a href="papers/uavision17.pdf">Feature-Based Efficient Moving Object Detection for Low-Altitude Aerial Platforms</a><br>
K. Berker Logoglu, Hazal Lezki, M. Kerim Yucel, Ahu Ozturk, Alper Kucukkomurler, Batuhan Karagoz, Erkut Erdem and Aykut Erdem<br>
1st International Workshop on Computer Vision for UAVs (<b>UAVision 2017</b>) -- in conjunction with ICCV 2017, Venice, Italy, October 2017<br>
<a href="papers/uavision17.pdf">pdf</a> · <a href="https://github.com/LAMODDATASET/LAMOD">data</a></li>
<li><a href="https://www.ijcai.org/proceedings/2017/0704.pdf">Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures</a><br>
Raffaella Bernardi, Ruket Cakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank<br>
International Joint Conference on Artificial Intelligence (<b>IJCAI 2017</b>), Journal track, Melbourne, Australia, August 2017<br>
<a href="https://www.ijcai.org/proceedings/2017/0704.pdf">pdf</a></li>
<li><a href="http://aclweb.org/anthology/E17-1019">Re-evaluating Automatic Metrics for Image Captioning</a><br>
Mert Kilickaya, Aykut Erdem, Nazli Ikizler-Cinbis, and Erkut Erdem<br>
The 15th Conference of the European Chapter of the Association for Computational Linguistics (<b>EACL 2017</b>)<br>
<a href="http://aclweb.org/anthology/E17-1019">pdf</a> · <a href="papers/eacl17slides.pdf">slides</a></li>
<li><a href="papers/acl-vl16.pdf">Leveraging Captions in the Wild to Improve Object Detection</a><br>
Mert Kilickaya, Nazli Ikizler-Cinbis, Erkut Erdem and Aykut Erdem<br>
The 5th Workshop on Vision and Language (<b>VL'16</b>) – in conjuction with <b>ACL 2016</b>
<a href="papers/acl-vl16.pdf">pdf</a></li>
<li><a href="papers/KL-sparse-matting.pdf">Image Matting with KL-Divergence Based Sparse Sampling</a><br>
Levent Karacan, Aykut Erdem, Erkut Erdem<br>
IEEE International Conference on Computer Vision (<b>ICCV 2015</b>), Santiago, Chile, December 2015<br>
<a href="papers/KL-sparse-matting.pdf">pdf</a> ·
<a href="papers/KL-sparse-matting-supp.pdf">supplementary material</a> ·
<a href="http://web.cs.hacettepe.edu.tr/~karacan/projects/klsparsematting/">project page (with code)</a></li>
<li><a href="papers/acl2015.pdf">A Distributed Representation Based Query Expansion Approach for Image Captioning</a><br>
Semih Yagcioglu, Erkut Erdem, Aykut Erdem and Ruket Cakici<br>
The 53rd Annual Meeting of the Association for Computational Linguistics (<b>ACL 2015</b>), Beijing, China, July 2015<br>
<a href="papers/acl2015.pdf">pdf</a> ·
<a href="papers/acl2015-notes.pdf">supplementary material</a> ·
<a href="http://www.semihyagcioglu.com/projects/imagecaptioning">project page (with code)</a></li>
<li><a href="papers/geolocalization-wacv15.pdf">City Scale Image Geolocalization via Dense Scene Alignment</a><br>
Semih Yagcioglu, Erkut Erdem, Aykut Erdem<br>
IEEE Winter Conference on Applications of Computer Vision (<b>WACV 2015</b>), Hawai, USA, January 2015<br>
<a href="papers/geolocalization-wacv15.pdf">pdf</a> ·
<a href="#">project page</a></li>
<li><a href="papers/bmvc14.pdf">Top down saliency estimation via superpixel-based discriminative dictionaries</a><br>
Aysun Kocak, Kemal Cizmeciler, Aykut Erdem and Erkut Erdem<br>
British Machine Vision Conference (<b>BMVC 2014</b>), Nottingham, UK, September 2014<br>
<a href="papers/bmvc14.pdf">pdf</a> ·
<a href="http://vision.cs.hacettepe.edu.tr/erdem/top_down_sal/index.html">project page (with code)</a></li>
<li><a href="http://arxiv.org/pdf/1307.5693.pdf">Visual saliency estimation by integrating features using multiple kernel learning</a><br>
Yasin Kavak, Erkut Erdem and Aykut Erdem<br>
6th International SympoSİUm on Attention in Cognitive Systems (<b>ISACS 2013</b>), Beijing, China, August 2013<br>
<a href="http://arxiv.org/pdf/1307.5693.pdf">pdf</a> ·
<a href="http://dev.cs.hacettepe.edu.tr/~n10164820/projects/objectsal/index.html">project page</a></li>
<li><a href="papers/vabs2013.pdf">Visual Attention-driven Spatial Pooling for Image Memorability</a><br>
Bora Celikkale, Aykut Erdem and Erkut Erdem<br>
IEEE Computer Vision and Pattern Recognition Workshops (<b>CVPRW 2013</b>)</i>, Portland, Oregon, USA, June 2013<br>
<a href="papers/vabs2013.pdf">pdf</a> ·
<a href="projects/saliencymemorability/index.html">project page</a></li>
<li><a href="papers/milds.pdf">Multiple-Instance Learning with Instance Selection via Dominant Sets</a><br>
Aykut Erdem and Erkut Erdem<br>
1st International Workshop on Similarity-Based Pattern Analysis and Recognition (<b>SIMBAD 2011</b>), Venice, Italy, Springer LNCS, Vol. 7005, pp. 177-191, September 2011<br>
<a href="papers/milds.pdf">pdf</a> · <a href="codes/milds.zip">code</a></li>
<li><a href="papers/gbr2011.pdf">Graph Transduction as a Non-cooperative Game</a><br>
Aykut Erdem and Marcello Pelillo<br>
8th IAPR -TC-15 Workshop on Graph-based Representations in Pattern Recognition (<b>GbR 2011</b>), Munster, Germany, Springer LNCS, Vol. 6658, pp. 195-204, May 2011<br>
<a href="papers/gbr2011.pdf">pdf</a></li>
<li><a href="papers/sspr2010.pdf">A Game Theoretic Approach To Jointly Learn Shape Categories and Contextual Similarities</a><br>
Aykut Erdem and Andrea Torsello<br>
Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition (<b>SSPR&SPR 2010</b>)</i>, Cesme, Izmir, Turkey, Springer LNCS, Vol. 6218, pp. 139-148, August 2010<br>
<a href="papers/sspr2010.pdf">pdf</a></li>
<li><a href="papers/gbr2009.pdf">Coarse-to-Fine Matching of Shapes Using Disconnected Skeletons by Learning Class-Specific Boundary Deformations</a><br>
Aykut Erdem and Sibel Tari<br>
7th IAPR -TC-15 Workshop on Graph-based Representations in Pattern Recognition (<b>GbR 2009</b>), Venice, Italy, Springer LNCS, Vol. 5534, pp. 21-30, May 2009<br>
<a href="papers/gbr2009.pdf">pdf</a></li>
<li><a href="papers/eet05.pdf">Articulation Prior in an Axial Representation</a><br>
Aykut Erdem, Erkut Erdem and Sibel Tari<br>
International Workshop on the Representation and Use of Prior Knowledge in Computer Vision – in conjuction with <b>ECCV 2006</b>, Graz, Austria, pp. 1-14, May 2006<br>
<a href="papers/eet05.pdf">pdf</a></li>
<li><a href="papers/eet05.pdf">Edge Strength Functions as Shape Priors in Image Segmentation</a><br>
Erkut Erdem, Aykut Erdem and Sibel Tari<br>
5th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (<b>EMMCVPR 2005</b>), Florida, USA, Springer LNCS, Vol. 3757, pp. 490-502, November 2005<br>
<a href="papers/eet05.pdf">pdf</a></li>
<li>Computer Vision Based Unistroke Keyboard System and Mouse for the Handicapped<br>
Erkut Erdem, Aykut Erdem, Volkan Atalay and A. Enis Cetin<br>
IEEE International Conference on Multimedia and Expo 2003 (<b>ICME 2003</b>), Baltimore, USA, Volume 2, pp. 765-768, July 2003</li>
<li>Computer Vision Based Unistroke Keyboards<br>
Aykut Erdem, Erkut Erdem, Volkan Atalay and A. Enis Cetin<br>
7th International SympoSİUm On Computer and Information Sciences (<b>ISCIS 2002</b>)</i>, Florida, USA, pp. 210-214, October 2002</li></ul>
<h3>National Conference Publications</h3>
<ul>
<li><a href="papers/siu2022-multi-contrast-mri.pdf">Çoklu-Kontrast MRG’de Kanal-Değişim-Ağı ile Görüntü Sentezi (Multi-Contrast MRI Synthesis with Channel-Exchanging-Network)</a><br>
Idil Aytekin, Onat Dalmaz, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Cukur, 30. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2022)</b>, Safranbolu, Mayis 2022<br>
<a href="papers/siu2022-multi-contrast-mri.pdf">pdf</a></li>
<li><a href="https://web.cs.hacettepe.edu.tr/~erkut/publications/siu2019-video-captioning.pdf">MSVD-Türkçe: Türkçe Video Altyazılama için Geniş Ölçekli Bir Veri Kümesi (MSVD-Turkish: A Large-Scale Dataset for Video Captioning in Turkish)</a><br>
Begum Citamak, Menekse Kuyu, Aykut Erdem, Erkut Erdem, 27. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2019)</b>, Sivas, Nisan 2019<br>
<a href="https://web.cs.hacettepe.edu.tr/~erkut/publications/siu2019-video-captioning.pdf">pdf</a></li>
<li><a href="https://web.cs.hacettepe.edu.tr/~erkut/publications/siu2019-fashion.pdf">Derin Modellerin Eğitiminde Uygulanan Yöntemlerin Giysi Niteliklerinin Tespiti Üzerinde Kıyaslamalı Bir Analizi (A Comparative Analysis of Practices in Training Deep Models for Fashion Attribute Detection)</a><br>
M. Sercan Amac, Aykut Erdem, Erkut Erdem, 27. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2019)</b>, Sivas, Nisan 2019<br>
<a href="https://web.cs.hacettepe.edu.tr/~erkut/publications/siu2019-fashion.pdf">pdf</a></li>
<li><a href="papers/siu2018_3.pdf">Kişi Görüntülerinin Nitelik Esaslı Üretilmesi (Generating Person Images Based on Attributes)</a><br>
Mehmet Günel, Erkut Erdem, Aykut Erdem<br>
26. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2018)</b>, Çeşme, Mayıs 2018<br>
<a href="papers/siu2018_3.pdf">pdf</a></li>
<li><a href="papers/siu2018_2.pdf">Derin Öğrenmeyle Bir Fotoğrafın Yerini Bulma (Finding Location of A Photograph with Deep Learning)</a><br>
Ali Yunus Emre Ozkose, Tarik Ayberk Yilikoglu, Levent Karacan, Aykut Erdem<br>
26. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2018</b>), Çeşme, Mayıs 2018<br>
<a href="papers/siu2018_2.pdf">pdf</a></li>
<li><a href="papers/siu2018_1.pdf">Altsözcük Öğeleri ile Türkçe Görüntü Altyazılama (Image Captioning in Turkish with Subword Units)</a><br>
Menekşe Kuyu, Aykut Erdem, Erkut Erdem<br>
26. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2018</b>)</i>, Çeşme, Mayıs 2018<br>
<a href="papers/siu2018_1.pdf">pdf</a></li>
<li><a href="papers/gan-siu2017.pdf">Çekişmeli Üretici Ağlar Kullanarak Dış Mekan Görüntülerinin Geçici Niteliklerini Düzenleme (Adjusting Transient Attributes of Outdoor Images using Generative Adversarial Networks)</a><br>
Levent Karacan, Aykut Erdem, Erkut Erdem<br>
25. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2017</b>)</i>, Antalya, Mayıs 2017<br>
<a href="papers/gan-siu2017.pdf">pdf</a> · <a href="papers/gan-siu2017-slides.pdf">slides (in Turkish)</a> · <a href="https://vision.cs.hacettepe.edu.tr/data.php">data</a></li>
<li><a href="papers/turksofrasi-siu17.pdf">Türk Sofrası: Yemek Tanıma için Türk Yemekleri Barındıran Bir Denektaşı Veri Kümesi (Turkish Cuisine: A Benchmark Dataset with Turkish Meals for Food Recognition)</a><br>
Cem Güngör, Fatih Baltacı, Aykut Erdem, Erkut Erdem<br>
25. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2017</b>)</i>, Antalya, Mayıs 2017<br>
<a href="papers/turksofrasi-siu17.pdf">pdf</a> · <a href="papers/turksofrasi-siu17-slides.pdf">slides (in Turkish)</a> · <a href="https://vision.cs.hacettepe.edu.tr/data.php">data</a></li>
<li><a href="papers/siu2016_1.pdf">Baskın Kümeler ile Hareket Yörüngelerinin Öbeklenmesi (Clustering Motion Trajectories via Dominant Sets)</a><br>
Çağdaş Bak, Aykut Erdem, Erkut Erdem<br>
24. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2016</b>)</i>, Zonguldak, Mayıs 2016<br>
<a href="papers/siu2016_1.pdf">pdf</a></li>
<li><a href="papers/siu2016_2.pdf">İnsan Kalabalıklarının Baskın Kümeler Tabanlı Analizi (Dominant Sets Based Analysis of Human Crowds)</a><br>
Burçak Asal, Aykut Erdem, Erkut Erdem<br>
24. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2016</b>)</i>, Zonguldak, Mayıs 2016<br>
<a href="papers/siu2016_2.pdf">pdf</a></li>
<li><a href="papers/siu2016_3.pdf">Kişisel Görüntü Kümelerinin İçsel Özellikler Kullanılarak Özetlenmesi (Summarizing Personal Image Collections with Intrinsic Properties)</a><br>
Goksu Erdogan, Bora Celikkale, Aykut Erdem, Erkut Erdem<br>
24. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2016</b>)</i>, Zonguldak, Mayıs 2016<br>
<a href="papers/siu2016_3.pdf">pdf</a></li>
<li><a href="papers/siu16_tasviret.pdf">TasvirEt: Görüntülerden Otomatik Türkçe Açıklama Oluşturma İçin Bir Denektaşı Veri Kümesi (TasvirEt: A Benchmark Dataset for Automatic Turkish Description Generation from Images)</a><br>
Mesut Erhan Unal, Begum Citamak, Semih Yagcioglu, Aykut Erdem, Erkut Erdem, Nazli Ikizler Cinbis, Ruket Cakici<br>
24. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2016</b>)</i>, Zonguldak, Mayıs 2016<br>
<a href="papers/siu16_tasviret.pdf">pdf</a> ·
<a href="http://semihyagcioglu.com/projects/tasviret">project page</a></li>
<li><a href="papers/colorizationbydensecorrespondences.pdf">Sık Eşleme Yoluyla Görüntü Renklendirme (Image Colorization via Dense Correspondences)</a><br>
Mehmet Gunel, Levent Karacan, Aykut Erdem and Erkut Erdem<br>
22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2014</b>), Trabzon, Nisan 2014<br>
<a href="papers/colorizationbydensecorrespondences.pdf">pdf</a></li>
<li><a href="papers/captiontransferbymetaclass.pdf">Meta-sınıf tabanlı Getirme ile veriye Dayalı İmge Altyazilama (Data-driven Image Captioning with Meta-class Based Retrieval)</a><br>
Mert Kılıçkaya, Erkut Erdem, Aykut Erdem, Nazli İkizler Cinbiş, Ruket Çakıcı<br>
22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2014</b>)</i>, Trabzon, Nisan 2014<br>
<a href="papers/captiontransferbymetaclass.pdf">pdf</a></li>
<li><a href="papers/evalutingdeghosting.pdf">YDA Görüntüler İçin Gölgeleme Giderme Algoritmalarının Karşılaştırılması (Evaluating Deghosting Algorithms for HDR Images)</a><br>
Okan Tarhan Tursun, Ahmet Oguz Akyüz, Aykut Erdem and Erkut Erdem<br>
22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2014</b>), Trabzon, Nisan 2014<br>
<a href="papers/evalutingdeghosting.pdf">pdf</a></li>
<li><a href="papers/saliency_exposurefusion.pdf">Görsel Belirginlik Güdümlü Pozlandırma Birleştirimi (Visual Saliency Guided Exposure Fusion)</a><br>
Kubra Mammadova, Erkut Erdem and Aykut Erdem<br>
22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2014</b>)</i>, Trabzon, Nisan 2014<br>
<a href="papers/saliency_exposurefusion.pdf">pdf</a></li>
<li><a href="papers/siu2013.pdf">Alan Kovaryansları İçin Grup Seyrekliğine Dayalı Seyrek Kodlama (Group Sparsity Based Sparse Coding for Region Covariances)</a><br>
Hasan Tugrul Erdoğan, Erkut Erdem and Aykut Erdem<br>
21. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2013</b>), Girne, KKTC, Nisan 2013<br>
<a href="papers/siu2013.pdf">pdf</a></li>
<li><a href="papers/siu2012.pdf">MILIS Çoklu Örnekle Öğrenme Algoritmasının Farklı Bir Örnek Seçme Yöntemiyle Yeniden İncelenmesi (Revisiting MILIS Multiple Instance Learning Algorithm with A Different Instance Selection Mechanism)</a><br>
Osman Akın, Aykut Erdem and Erkut Erdem<br>
20. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (<b>SİU 2012</b>), Ölüdeniz, Fethiye, Muğla, Nisan 2012<br>
<a href="papers/siu2012.pdf">pdf</a></li>
<li>Uc Boyutlu Kati Nesnelerin Yansitma Ozelliklerinin Goruntulerden Cikarilmasi<br>
M. Erkut Erdem, I. Aykut Erdem, U. Yilmaz and V. Atalay<br>
12. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (<b>SİU 2004</b>), pp. 245-248, Kusadasi, Nisan 2004</li>
<li>Engelliler ICin Bilgisayarli Gormeye Dayali Klavye ve Fare Sistemi<br>
I. Aykut Erdem, M. Erkut Erdem, Volkan Atalay and A. Enis Cetin<br>
11. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (<b>SİU 2003</b>), pp. 196-199, Istanbul, Haziran 2003</li>
<li>Kagit Klavye: Bilgisayarli Gormeye Dayali Klavye<br>
I. Aykut Erdem, M. Erkut Erdem, Volkan Atalay and A. Enis Cetin<br>
10. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (<b>SİU 2002</b>), Pamukkale, Haziran 2002</li>
<li>Bilgisayarli Gormeye Dayali Fare Sistemi<br>
I. Aykut Erdem, M. Erkut Erdem, Volkan Atalay and A. Enis Cetin<br>
10. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (<b>SİU 2002</b>), Pamukkale, Haziran 2002</li>
</ul>
<h3>Conference Presentations (Abstract only)</h3>
<ul>
<li><a href="https://escholarship.org/uc/item/7pj5907g">How scene attributes and sound influence visual exploration of omnidirectional panoramic scenes</a><br>
Halit Ozsoy, Mert Cokelek, Inci Ayhan, Erkut Erdem, Aykut Erdem<br>
Annual Meeting of the Cognitive Science Society (<b>CogSci</b>), Toronto, Canada, July 2022<br>
<a href="https://escholarship.org/uc/item/7pj5907g">pdf</a></li>
<li><a href="papers/clvl17.pdf">Re-evaluating automatic metrics for image captioning</a><br>
Mert Kilickaya, Aykut Erdem, Nazli Ikizler-Cinbis, and Erkut Erdem<br>
ICCV17 Second Workshop on Closing the Loop Between Vision and Language (<b>CLVL</b>), Venice, Italy, October 2017<br>
<a href="papers/clvl17.pdf">pdf</a></li>
<li><a href="papers/mbcc17.pdf">Spatio-Temporal Saliency Networks for Dynamic Saliency Prediction</a><br>
Cagdas Bak, Aysun Kocak, Aykut Erdem and Erkut Erdem<br>
ICCV International Workshop on 'Mutual Benefits of Cognitive and Computer Vision (<b>MBCC</b>), Venice, Italy, October 2017
<br>
<a href="papers/mbcc17.pdf">pdf</a></li>
<li><a href="papers/tabe06.pdf">Shape Scale: Representing Shapes at Their Absolute Scales</a><br>
Sibel Tari, Cagri Aslan, Emre Baseski and Aykut Erdem<br>
<b>SIAM Annual Meeting 2006</b>, Boston, USA, July 2006<br>
<a href="papers/tabe06.pdf">pdf</a></li>
<li>CAPRIS: A Database for Cancer Gene Promoter Related Motif Search<br>
M. Iskar, E. Erdem, A. Erdem, S. Akman, A. Dickerman, V. Atalay and R. Cetin-Atalay<br>
<b>FEBS Journal</b></i>, Vol. 273, pp. 248, June 2006</li>
<li>Image-based Extraction of Material Reflectance Properties of a 3D Rigid Object<br>
Erkut Erdem, Aykut Erdem and Volkan Atalay<br>
<b>Eurographics 2003</b>, Poster Session, Granada, Spain, September 2003</li>
<li>Computer based text entry for Wearable Computing<br>
Aykut Erdem, Erkut Erdem, Volkan Atalay and A. Enis Cetin<br>
6th IEEE International SympoSİUm on Wearable Computers (ISWC 2002), Demonstrations, Seattle, USA, October 2002</li>
<li>Computer Vision Based Mouse<br>
Aykut Erdem, Erkut Erdem, Yasemin Yardimci, Volkan Atalay and A. Enis Cetin<br>
IEEE International Conference on Acoustics, Speech, and Signal Processing 2002 (<b>ICASSP 2002</b>)</i>, Student Forum Session, Florida, USA, May 2002</li>
</ul>
<h3>Technical Reports</h3>
<ul>
<li><a href="papers/UNIVE-CS-2009-8.pdf">A Game Theoretic Approach To Jointly Learn Shape Categories and Contextual Similarities</a><br>
Aykut Erdem and Andrea Torsello<br>Dipartimento di Informatica, Universita Ca’ Foscari di Venezia, CS-2009-8, July 2009<br>
<a href="papers/UNIVE-CS-2009-8.pdf">pdf</a></li>
<li><a href="papers/metu-ceng-tr2007-03.pdf">A dynamic procedure for forming shape categories from skeletal shape trees</a><br>
Aykut Erdem<br>
Department of Computer Engineering, Middle East Technical University, METU-CENG-TR-2007-04, July 2007<br>
<a href="papers/metu-ceng-tr2007-03.pdf">pdf</a></li>
</ul>
<h3>PhD Thesis</h3>
Thesis title: <a href="papers/phdthesis.pdf">Category Knowledge, Skeleton Based Shape Matching and Shape Classification</a><br>
Thesis advisor: Prof. Sibel Tari<br>
Middle East Technical University, Dept. of Computer Engineering, Turkey, October 2008<br>
<a href="papers/phdabstract.txt">Abstract</a> | <a href="papers/phdthesis.pdf">Full text</a><br>
<h3>Erdös number </h3>
My <a href="http://www.oakland.edu/enp/">Erdös number</a> is 3 (via 1. Arun Kumar Jagota, 2. Marcello Pelillo)<br>
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