NUS-HPC-AI-Lab / FOCUSLinks
FOCUS: Efficient Keyframe Selection for Long Video Understanding
☆31Updated 2 months ago
Alternatives and similar repositories for FOCUS
Users that are interested in FOCUS are comparing it to the libraries listed below
Sorting:
- Code release for VTW (AAAI 2025 Oral)☆64Updated 2 months ago
- [NeurIPS 2025] Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.☆84Updated 4 months ago
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆69Updated 4 months ago
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆101Updated 3 months ago
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆97Updated 2 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆106Updated last month
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆37Updated last year
- ☆64Updated last week
- 🔥An open-source survey of the latest video reasoning tasks, paradigms, and benchmarks.☆131Updated 2 weeks ago
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".☆83Updated 6 months ago
- Official codebase for the paper Latent Visual Reasoning☆105Updated 3 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆186Updated 4 months ago
- [CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models☆65Updated 2 months ago
- [NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning☆96Updated 4 months ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆103Updated last year
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆113Updated last month
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆132Updated 4 months ago
- ✨✨[AAAI 2026] This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Vi…☆77Updated 9 months ago
- [NAACL 2025🔥] MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference☆16Updated 7 months ago
- 📚 Collection of token-level model compression resources.☆189Updated 4 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆141Updated 10 months ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆169Updated last month
- ☆33Updated 7 months ago
- [TMLR 2025] Efficient Reasoning Models: A Survey☆296Updated last month
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆205Updated 6 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆80Updated 3 months ago
- Official codebase for the paper "Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space"☆55Updated last month
- [NeurIPS'25] HoliTom: Holistic Token Merging for Fast Video Large Language Models☆70Updated 3 months ago
- [AAAI 2026] Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models☆38Updated this week
- ☆113Updated 4 months ago