liuting20 / MustDropLinks
Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model
☆37Updated last year
Alternatives and similar repositories for MustDrop
Users that are interested in MustDrop are comparing it to the libraries listed below
Sorting:
- Code release for VTW (AAAI 2025 Oral)☆64Updated 3 months ago
- ☆64Updated 2 weeks ago
- [AAAI 2026] Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models☆38Updated last week
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆105Updated 7 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆84Updated 3 months ago
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆54Updated 3 months ago
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆96Updated 2 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
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆141Updated 11 months ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference" and "Sp…☆237Updated last month
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆101Updated 3 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆162Updated 4 months ago
- [CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models☆65Updated 2 months ago
- [EMNLP 2025 Main] Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models☆60Updated this week
- OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models☆51Updated last week
- [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…☆44Updated 9 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆205Updated 6 months ago
- [ICCV'25] The official code of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"☆68Updated 3 weeks ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆104Updated last year
- [NeurIPS 2025] Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.☆86Updated 4 months ago
- [NeurIPS 2025] HoliTom: Holistic Token Merging for Fast Video Large Language Models☆70Updated 3 months ago
- 📚 Collection of token-level model compression resources.☆190Updated 5 months ago
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆114Updated last month
- PyTorch Implementation of "Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Larg…☆37Updated 2 months ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆169Updated last month
- [NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning☆96Updated 4 months ago
- [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models☆42Updated 3 months ago
- [NeurIPS 2025] Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO☆78Updated 3 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
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆89Updated 11 months ago