MLV Lab (Machine Learning and Vision Lab at Korea University)

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63 repositories

EfficientViM
Public
Official Implementation (Pytorch) of "EfficientViM: Efficient Vision Mamba with Hidden State Mixer-based State Space Duality"
computer-vision efficient-deep-learning vision-mamba cvpr2025
Python
•
MIT License
•1•19•0•0•Updated Feb 27, 2025Feb 27, 2025
LLaMo
Public
Official Implementation (Pytorch) of the "LLaMo: Large Language Model-based Molecular Graph Assistant", NeurIPS 2024
graph-language multimodal-large-language-models neurips-2024 neurips2024 large-molecule-language-models
Python
•1•26•0•0•Updated Feb 12, 2025Feb 12, 2025
CAF
Public
Official Implementation (Pytorch) of "Constant Acceleration Flow", NeurIPS 2024
Python
•0•30•0•0•Updated Feb 5, 2025Feb 5, 2025
VidChain
Public
Official Implementation (Pytorch) of the "VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning", AAAI 2025
dense-video-captioning long-video-understanding multimodal-large-language-models direct-preference-optimization aaai2025
Python
•0•15•0•0•Updated Jan 26, 2025Jan 26, 2025
SugaFormer
Public
Official Implementation (Pytorch) of "Super-class guided Transformer for Zero-Shot Attribute Classification", AAAI 2025
zero-shot-learning aaai2025
Python
•1•9•0•0•Updated Jan 15, 2025Jan 15, 2025
DialogGSR
Public
Official Implementation (Pytorch) of the "Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation", EMNLP 2024 (main)
Python
•0•9•0•0•Updated Jan 9, 2025Jan 9, 2025
SPoTr
Public
Official pytorch implementation of "Self-positioning Point-based Transformer for Point Cloud Understanding" (CVPR 2023).
cvpr2023
Python
•6•101•0•0•Updated Dec 9, 2024Dec 9, 2024
SCDM
Public
Official PyTorch implementation of "Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis" (ICML 2024).
generative-model diffusion-models conditional-generation icml-2024
Python
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MIT License
•0•14•0•0•Updated Nov 20, 2024Nov 20, 2024
InvBO
Public
Official Implementation (Pytorch) of "Inversion-based Latent Bayesian Optimization", NeurIPS 2024
bayesian-optimization neurips-2024 latent-bayesian-optimizaiton
Python
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MIT License
•0•7•0•0•Updated Nov 15, 2024Nov 15, 2024
COSE474_2024
Public
Jupyter Notebook
•1•3•0•0•Updated Nov 7, 2024Nov 7, 2024
CoBO
Public
Official PyTorch Implementation for Advancing Bayesian Optimization via Learning Correlated Latent Space (CoBO)
bayesian-optimization neurips-2023 neurips2023
Python
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MIT License
•3•11•1•0•Updated Oct 4, 2024Oct 4, 2024
RALF
Public
Official implementation of CVPR 2024 paper "Retrieval-Augmented Open-Vocabulary Object Detection".
computer-vision object-detection cvpr2024 open-vocabulary-object-detection
MIT License
•6•33•1•0•Updated Sep 12, 2024Sep 12, 2024
ProMetaR
Public
Official implementation of CVPR 2024 paper "Prompt Learning via Meta-Regularization".
prompt-learning parameter-efficient-tuning cvpr2024
Python
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MIT License
•1•27•0•0•Updated Aug 22, 2024Aug 22, 2024
DAVI-project
Public
JavaScript
•0•1•0•0•Updated Aug 19, 2024Aug 19, 2024
DAVI
Public
Official Implementation (Pytorch) of "DAVI: Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems", ECCV 2024 Oral paper
generative-model inverse-problems diffusion-models eccv2024
Python
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MIT License
•2•64•0•0•Updated Aug 16, 2024Aug 16, 2024
KCCV2024_ProMetaR_Tutorial
Public
Jupyter Notebook
•1•3•0•0•Updated Aug 9, 2024Aug 9, 2024
Flipped-VQA
Public
Large Language Models are Temporal and Causal Reasoners for Video Question Answering (EMNLP 2023)
multi-modal visual-question-answering video-question-answering large-language-models emnlp2023
Python
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MIT License
•10•74•5•0•Updated Jul 26, 2024Jul 26, 2024
DDMI
Public
Official Implementation (Pytorch) of "DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations", ICLR 2024
generative-model diffusion-models implicit-neural-representation iclr2024
Python
•
MIT License
•4•25•1•0•Updated Jun 24, 2024Jun 24, 2024
data303
Public
DATA303-Advanced Machine Learning: generative AI @ Korea University
Jupyter Notebook
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MIT License
•2•3•0•0•Updated Jun 3, 2024Jun 3, 2024
vid-TLDR
Public
Official implementation of CVPR 2024 paper "vid-TLDR: Training Free Token merging for Light-weight Video Transformer".
computer-vision video-transformer token-pruning efficient-vision-transformers cvpr2024 token-merging
Python
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MIT License
•3•45•2•0•Updated May 7, 2024May 7, 2024
MCTF
Public
Official implementation of CVPR 2024 paper "Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers".
computer-vision efficient-vision-transformers cvpr2024 token-fusion
Python
•
MIT License
•4•33•2•0•Updated Apr 24, 2024Apr 24, 2024
OVQA
Public
Open-Vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models (ICCV 2023)
multi-modal visual-question-answering video-question-answering iccv2023
Python
•0•18•1•0•Updated Apr 23, 2024Apr 23, 2024
MELTR
Public
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models (CVPR 2023)
multi-modal video-captioning meta-learning video-retrieval video-question-answering cvpr2023
Python
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MIT License
•7•33•2•0•Updated Apr 23, 2024Apr 23, 2024
VT-TWINS
Public
Video-Text Representation Learning via Differentiable Weak Temporal Alignment (CVPR 2022)
representation-learning video-text cvpr2022
Python
•2•16•0•0•Updated Apr 19, 2024Apr 19, 2024
PDC
Public
iccv2023
Python
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MIT License
•0•10•1•0•Updated Apr 19, 2024Apr 19, 2024
SpeaQ
Public
Official PyTorch implementation of "Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection" (CVPR 2024).
cvpr2024
Python
•5•33•1•0•Updated Apr 19, 2024Apr 19, 2024
UP-NeRF
Public
Official Implementation (PyTorch) of "UP-NeRF: Unconstrained Pose-Prior-Free Neural Radiance Fields", NeurIPS 2023
computer-vision pose-estimation neural-radiance-fields neurips-2023 neurips2023
Python
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MIT License
•3•31•3•0•Updated Mar 11, 2024Mar 11, 2024
DAPT
Public
Distribution-Aware Prompt Tuning for Vision-Language Models (ICCV 2023)
computer-vision multimodal-learning prompt-tuning iccv2023
Python
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MIT License
•4•38•0•0•Updated Dec 11, 2023Dec 11, 2023
NuTrea
Public
Official implementation of NeurIPS 2023 paper, "NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA".
neurips-2023
Python
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MIT License
•0•16•0•0•Updated Dec 6, 2023Dec 6, 2023
RPO
Public
Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023
iccv2023
Python
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MIT License
•6•53•0•0•Updated Aug 19, 2023Aug 19, 2023