liuting20 / MustDropLinks
Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model
☆30Updated 6 months ago
Alternatives and similar repositories for MustDrop
Users that are interested in MustDrop are comparing it to the libraries listed below
Sorting:
- ☆53Updated 2 months ago
- Code release for VTW (AAAI 2025) Oral☆44Updated 5 months ago
- 🚀 Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models☆30Updated last month
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆82Updated 2 weeks ago
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆46Updated 7 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆65Updated 6 months ago
- [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…☆39Updated 2 months ago
- [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models☆37Updated 5 months ago
- Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆60Updated 2 months ago
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆31Updated 3 weeks ago
- ☆83Updated 6 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆115Updated 4 months ago
- Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆50Updated last month
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆144Updated last week
- Official implementation of MC-LLaVA.☆31Updated last month
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆80Updated 2 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆58Updated 9 months ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".☆128Updated last month
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆139Updated 2 weeks ago
- 📚 Collection of token-level model compression resources.☆140Updated last week
- ☆88Updated 3 months ago
- 🚀 Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models☆24Updated last month
- ☆18Updated 2 months ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆97Updated 8 months ago
- TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning☆83Updated last month
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆58Updated this week
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆46Updated 8 months ago
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆78Updated last month
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆176Updated 3 weeks ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆89Updated last year