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@mlvlab

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

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  1. SPoTr SPoTr Public

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

    Python 102 6

  2. Flipped-VQA Flipped-VQA Public

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

    Python 74 10

  3. DAVI DAVI Public

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

    Python 66 2

  4. SELAR SELAR Public

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

    Python 54 12

  5. RPO RPO Public

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

    Python 53 6

  6. TokenMixup TokenMixup Public

    Official pytorch implementation of NeurIPS 2022 paper, TokenMixup

    Python 48 3

Repositories

Showing 10 of 63 repositories
  • DFC609-2022S Public

    Basic Artificial Intelligence Theory

    mlvlab/DFC609-2022S’s past year of commit activity
    Jupyter Notebook 10 54 0 0 Updated Mar 11, 2025
  • ProMetaR Public

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

    mlvlab/ProMetaR’s past year of commit activity
    Python 27 MIT 1 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)

    mlvlab/DialogGSR’s past year of commit activity
    Python 10 0 0 0 Updated Mar 10, 2025
  • EfficientViM Public

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

    mlvlab/EfficientViM’s past year of commit activity
    Python 32 MIT 1 0 0 Updated Feb 27, 2025
  • LLaMo Public

    Official Implementation (Pytorch) of the "LLaMo: Large Language Model-based Molecular Graph Assistant", NeurIPS 2024

    mlvlab/LLaMo’s past year of commit activity
    Python 28 1 0 0 Updated Feb 12, 2025
  • CAF Public

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

    mlvlab/CAF’s past year of commit activity
    Python 31 0 0 0 Updated Feb 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

    mlvlab/VidChain’s past year of commit activity
    Python 16 0 0 0 Updated Jan 26, 2025
  • SugaFormer Public

    Official Implementation (Pytorch) of "Super-class guided Transformer for Zero-Shot Attribute Classification", AAAI 2025

    mlvlab/SugaFormer’s past year of commit activity
    Python 10 1 0 0 Updated Jan 15, 2025
  • SPoTr Public

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

    mlvlab/SPoTr’s past year of commit activity
    Python 102 6 0 0 Updated Dec 9, 2024
  • SCDM Public

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

    mlvlab/SCDM’s past year of commit activity
    Python 15 MIT 0 0 0 Updated Nov 20, 2024
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