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@mlvlab

MLV Lab (Machine Learning and Vision Lab at KAIST)

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  1. EfficientViM EfficientViM Public

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

    Python 124 7

  2. SPoTr SPoTr Public

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

    Python 113 7

  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 75 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. vid-TLDR vid-TLDR Public

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

    Python 55 3

Repositories

Showing 10 of 80 repositories
  • VideoSearch-R1 Public

    [ECCV2026] Official Implementation of "VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement"

    mlvlab/VideoSearch-R1’s past year of commit activity
    Python 16 Apache-2.0 0 0 0 Updated Jun 23, 2026
  • F4Splat Public

    Official Implementation of "F4Splat: Feed-Forward Predictive Densification for Feed-Forward 3D Gaussian Splatting", ECCV 2026

    mlvlab/F4Splat’s past year of commit activity
    Python 24 MIT 0 1 0 Updated Jun 23, 2026
  • RegFormer Public

    [CVPR2026] Official Implementation of "RegFormer: Transferable Relational Grounding for Efficient Weakly-Supervised Human-Object Interaction Detection"

    mlvlab/RegFormer’s past year of commit activity
    Python 2 MIT 1 0 0 Updated May 25, 2026
  • RMCD Public

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

    mlvlab/RMCD’s past year of commit activity
    1 0 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"

    mlvlab/ERK-Guid’s past year of commit activity
    Python 8 1 0 0 Updated Mar 5, 2026
  • DeepVideoR1 Public

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

    mlvlab/DeepVideoR1’s past year of commit activity
    Python 35 0 2 0 Updated Feb 22, 2026
  • Representation-Shift Public

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

    mlvlab/Representation-Shift’s past year of commit activity
    Python 35 MIT 3 0 0 Updated Feb 22, 2026
  • 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
    Python 3 MIT 0 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"

    mlvlab/TransMiter’s past year of commit activity
    Python 3 1 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"

    mlvlab/Blockwise-Flow-Matching’s past year of commit activity
    Python 18 0 1 0 Updated Jan 15, 2026
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