orailix / PACTLinks
[CVPR 2025] PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models
☆36Updated last month
Alternatives and similar repositories for PACT
Users that are interested in PACT are comparing it to the libraries listed below
Sorting:
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆86Updated 2 months ago
- [CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models☆42Updated 3 months ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".☆148Updated 2 months ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆45Updated 6 months ago
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆72Updated 2 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆120Updated 5 months ago
- MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer☆46Updated 11 months ago
- [EMNLP 2025 main] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆67Updated last week
- ☆54Updated 3 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆142Updated 2 months ago
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆34Updated 7 months ago
- [ICCV 2025] Official implementation of LLaVA-KD: A Framework of Distilling Multimodal Large Language Models☆92Updated 2 months ago
- [ICCV 2025] Official code for paper: Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs☆26Updated 2 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆249Updated 4 months ago
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆192Updated 5 months ago
- [ICCV'25] The official code of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"☆56Updated last week
- ☆30Updated last year
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆190Updated last month
- ☆105Updated 5 months ago
- 🚀 Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models☆29Updated 2 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆69Updated 7 months ago
- [ICCV25 Oral] Token Activation Map to Visually Explain Multimodal LLMs☆63Updated 3 weeks ago
- Survey: https://arxiv.org/pdf/2507.20198☆121Updated last week
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆97Updated last week
- Code release for VTW (AAAI 2025 Oral)☆49Updated last month
- [CVPR2025] FlashSloth: Lightning Multimodal Large Language Models via Embedded Visual Compression☆49Updated 6 months ago
- Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.☆52Updated 2 months ago
- The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"☆46Updated 8 months ago
- [CVPR 2024] The official pytorch implementation of "A General and Efficient Training for Transformer via Token Expansion".☆44Updated last year
- Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆62Updated 3 months ago