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1. Awesome-MLLM-Reasoning Awesome-MLLM-Reasoning Public

   📖Curated list about reasoning abilitiy of MLLM, including OpenAI o1, OpenAI o3-mini, and Slow-Thinking.

   6

2. Awesome-MLLM-Uncertainty Awesome-MLLM-Uncertainty Public

   ✨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).

   44

3. Uncertainty-o Uncertainty-o Public

   ✨ Official code for our paper: "Uncertainty-o: One Model-agnostic Framework for Unveiling Epistemic Uncertainty in Large Multimodal Models".

   Python 10 2

4. VL-Uncertainty VL-Uncertainty Public

   🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".

   Python 33 3

5. UA3D UA3D Public

   Official code for our paper "Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection".

   Python 17

6. LiSe LiSe Public

   Official repo for our ECCV'24 paper: Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene.

   Jupyter Notebook 34 3