PKU-YuanGroup / Look-BackLinks
This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".
☆72Updated 5 months ago
Alternatives and similar repositories for Look-Back
Users that are interested in Look-Back are comparing it to the libraries listed below
Sorting:
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆94Updated last week
- [NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning☆88Updated 2 months ago
- Collections of Papers and Projects for Multimodal Reasoning.☆106Updated 7 months ago
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆154Updated 8 months ago
- [LLaVA-Video-R1]✨First Adaptation of R1 to LLaVA-Video (2025-03-18)☆35Updated 7 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆201Updated 4 months ago
- ☆52Updated this week
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆94Updated 3 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆135Updated 4 months ago
- A collection of awesome think with videos papers.☆68Updated last week
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆71Updated 8 months ago
- ☆28Updated 10 months ago
- ☆152Updated 9 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆100Updated 2 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆76Updated 2 months ago
- Official codebase for the paper Latent Visual Reasoning☆54Updated last month
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆58Updated 6 months ago
- ☆132Updated 8 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆152Updated last year
- This is a collection of recent papers on reasoning in video generation models.☆76Updated this week
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆134Updated 9 months ago
- ☆110Updated 3 months ago
- Official repository of 'ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing’☆58Updated 5 months ago
- Doodling our way to AGI ✏️ 🖼️ 🧠☆118Updated 6 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆306Updated 7 months ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆145Updated 3 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆122Updated 3 months ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆53Updated 8 months ago
- Imagine While Reasoning in Space: Multimodal Visualization-of-Thought (ICML 2025)☆58Updated 7 months ago