mlvlab repositories

F4Splat

Public

0•4•1•0•Updated

Mar 24, 2026

RMCD

Public

[WACV 2026] Official Implementation (Pytorch) of "Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering"

0•1•0•0•Updated

Mar 24, 2026

ERK-Guid

Public

[ICLR 2026] Official implementation (Pytorch) of "Error as Signal: Stiffness-Aware Diffusion Sampling via Embedded Runge-Kutta Guidance"

Python

•

Other

•0•7•0•0•Updated

Mar 5, 2026

DeepVideoR1

Public

[NeurIPS25] Official Implementation (Pytorch) of "DeepVideo-R1"

multimodal-deep-learning video-language multimodal-large-language-models

multimodal-deep-learning video-language multimodal-large-language-models video-large-language-models grpo neurips-2025

Python

•0•33•2•0•Updated

Feb 22, 2026

Representation-Shift

Public

Official Implementation (Pytorch) of the "Representation Shift: Unifying Token Compression with FlashAttention", ICCV 2025

token-pruning efficient-vision-transformers iccv2025

Python

•

MIT License

•2•34•0•0•Updated

Feb 22, 2026

PRESTO

Public

[NeurIPS 25] Official Implementation (Pytorch) of "PRESTO: Preimage-Informed Instruction Optimization for Prompting Black-Box LLMs"

Python

•

MIT License

•0•3•0•0•Updated

Feb 15, 2026

TransMiter

Public

[AAAI2026 (Oral)] Official Implementation of "Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization"

Python

•1•3•0•0•Updated

Feb 7, 2026

Blockwise-Flow-Matching

Public

[NeurIPS25] Official Implementation (Pytorch) of "Blockwise Flow Matching: Improving Flow Matching Models For Efficient High-Quality Generation"

efficiency diffusion

Python

•0•18•1•0•Updated

Jan 15, 2026

Prompt_Tuning_tutorial

Public

Jupyter Notebook

•0•0•0•0•Updated

Nov 28, 2025

TabFlash

Public

[AAAI 2026] Official Implementation (PyTorch) of "TabFlash: Efficient Table Understanding with Progressive Question Conditioning and Token Focusing"

Python

•0•12•0•0•Updated

Nov 27, 2025

VDRP

Public

[NeurIPS 2025] Official code for Visual Diversity and Region-aware Prompt Learning for Zero-shot HOI detection

Jupyter Notebook

•

MIT License

•1•9•0•0•Updated

Nov 18, 2025

CAF

Public

Official Implementation (Pytorch) of "Constant Acceleration Flow", NeurIPS 2024

Python

•0•35•0•0•Updated

Oct 31, 2025

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

computer-vision video-transformer token-pruning efficient-vision-transformers cvpr2024 token-merging

Python

•

MIT License

•3•55•0•0•Updated

Oct 21, 2025

CaReDPO

Public

Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization (EMNLP 2025 Findings)

MIT License

•0•6•0•0•Updated

Sep 19, 2025

BLiM

Public

Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval (ICCV 2025 Highlight)

Python

•

MIT License

•0•22•1•0•Updated

Aug 1, 2025

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

computer-vision efficient-vision-transformers cvpr2024 token-fusion

Python

•

MIT License

•4•40•0•0•Updated

Jul 30, 2025

COSE474_2024

Public

Jupyter Notebook

•1•3•0•0•Updated

Apr 30, 2025

NFBO

Public

Python

•2•17•0•0•Updated

Apr 22, 2025

CoBO

Public

Official PyTorch Implementation for Advancing Bayesian Optimization via Learning Correlated Latent Space (CoBO)

bayesian-optimization neurips-2023 neurips2023

Python

•

MIT License

•3•18•1•0•Updated

Apr 22, 2025

EfficientViM

Public

[CVPR 25] Official Implementation (Pytorch) of "EfficientViM: Efficient Vision Mamba with Hidden State Mixer-based State Space Duality"

computer-vision efficient-deep-learning vision-mamba

computer-vision efficient-deep-learning vision-mamba cvpr2025

Python

•

MIT License

•6•123•1•0•Updated

Apr 22, 2025

ST-VLM

Public

0•13•1•0•Updated

Mar 28, 2025

SPoTr

Public

Official pytorch implementation of "Self-positioning Point-based Transformer for Point Cloud Understanding" (CVPR 2023).

cvpr2023

Python

•

MIT License

•7•115•0•0•Updated

Mar 27, 2025

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

multi-modal visual-question-answering video-question-answering large-language-models emnlp2023

Python

•

MIT License

•12•78•4•0•Updated

Mar 26, 2025

DFC609-2022S

Public

Basic Artificial Intelligence Theory

Jupyter Notebook

•53•10•0•0•Updated

Mar 11, 2025

ProMetaR

Public

Official implementation of CVPR 2024 paper "Prompt Learning via Meta-Regularization".

prompt-learning parameter-efficient-tuning cvpr2024

Python

•

MIT License

•2•32•0•0•Updated

Mar 10, 2025

DialogGSR

Public

Official Implementation (Pytorch) of the "Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation", EMNLP 2024 (main)

Python

•0•12•0•0•Updated

Mar 10, 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

graph-language multimodal-large-language-models neurips-2024 neurips2024 large-molecule-language-models

Python

•4•37•1•0•Updated

Feb 12, 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

dense-video-captioning long-video-understanding multimodal-large-language-models direct-preference-optimization aaai2025

Python

•1•25•1•0•Updated

Jan 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•15•1•0•Updated

Jan 15, 2025

SCDM

Public

Official PyTorch implementation of "Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis" (ICML 2024).

generative-model diffusion-models conditional-generation

generative-model diffusion-models conditional-generation icml-2024

Python

•

MIT License

•0•20•0•0•Updated

Nov 20, 2024

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MLV Lab (Machine Learning and Vision Lab at KAIST)

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78 repositories

F4Splat

RMCD

ERK-Guid

DeepVideoR1

Representation-Shift

PRESTO

TransMiter

Blockwise-Flow-Matching

Prompt_Tuning_tutorial

TabFlash

VDRP

CAF

vid-TLDR

CaReDPO

BLiM

MCTF

COSE474_2024

NFBO

CoBO

EfficientViM

ST-VLM

SPoTr

Flipped-VQA

DFC609-2022S

ProMetaR

DialogGSR

LLaMo

VidChain

SugaFormer

SCDM

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Repositories list

78 repositories