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 133 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 76 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 76 4

5. vid-TLDR vid-TLDR Public

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

   Python 56 3

6. SELAR SELAR Public

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

   Python 55 11