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@mlvlab

MLV Lab (Machine Learning and Vision Lab at KAIST)

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  1. SPoTr SPoTr Public

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

    Python 114 7

  2. EfficientViM EfficientViM Public

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

    Python 113 4

  3. Flipped-VQA Flipped-VQA Public

    Large Language Models are Temporal and Causal Reasoners for Video Question Answering (EMNLP 2023)

    Python 77 12

  4. DAVI DAVI Public

    Official Implementation (Pytorch) of "DAVI: Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems", ECCV 2024 Oral paper

    Python 73 4

  5. SELAR SELAR Public

    Official PyTorch Implementation of "Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs". NeurIPS 2020.

    Python 55 11

  6. RPO RPO Public

    Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023

    Python 55 7

Repositories

Showing 10 of 74 repositories
  • Blockwise-Flow-Matching Public

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

    mlvlab/Blockwise-Flow-Matching’s past year of commit activity
    Python 10 0 1 0 Updated Dec 2, 2025
  • mlvlab/Prompt_Tuning_tutorial’s past year of commit activity
    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"

    mlvlab/TabFlash’s past year of commit activity
    Python 10 0 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

    mlvlab/VDRP’s past year of commit activity
    Jupyter Notebook 8 MIT 0 0 0 Updated Nov 18, 2025
  • DeepVideoR1 Public

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

    mlvlab/DeepVideoR1’s past year of commit activity
    31 0 1 0 Updated Nov 15, 2025
  • CAF Public

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

    mlvlab/CAF’s past year of commit activity
    Python 35 0 0 0 Updated Oct 31, 2025
  • PRESTO Public

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

    mlvlab/PRESTO’s past year of commit activity
    1 MIT 0 0 0 Updated Oct 24, 2025
  • vid-TLDR Public

    Official implementation of CVPR 2024 paper "vid-TLDR: Training Free Token merging for Light-weight Video Transformer".

    mlvlab/vid-TLDR’s past year of commit activity
    Python 52 MIT 3 0 0 Updated Oct 21, 2025
  • CaReDPO Public

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

    mlvlab/CaReDPO’s past year of commit activity
    5 MIT 0 0 0 Updated Sep 19, 2025
  • BLiM Public

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

    mlvlab/BLiM’s past year of commit activity
    Python 20 MIT 0 1 0 Updated Aug 1, 2025

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