Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model
☆37Jan 8, 2025Updated last year
Alternatives and similar repositories for MustDrop
Users that are interested in MustDrop are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI 2026] Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models☆41Jan 27, 2026Updated 2 months ago
- Transactions on Multimedia (TMM25)☆19Apr 8, 2025Updated last year
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆110Jun 29, 2025Updated 9 months ago
- Code release for VTW (AAAI 2025 Oral)☆66Nov 4, 2025Updated 5 months ago
- ☆66Jan 23, 2026Updated 2 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 📚 Collection of token-level model compression resources.☆193Sep 3, 2025Updated 7 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆143Mar 6, 2025Updated last year
- ☆31Jun 14, 2024Updated last year
- [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…☆45Apr 18, 2025Updated 11 months ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference" and "Sp…☆257Dec 22, 2025Updated 3 months ago
- [CVPR2025] Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models☆19Apr 30, 2025Updated 11 months ago
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆114Oct 12, 2025Updated 5 months ago
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆57Oct 9, 2025Updated 6 months ago
- [CVPR 2025] PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models☆58Jan 30, 2026Updated 2 months ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Pruning the VLLMs☆106Dec 9, 2024Updated last year
- Cross-Self KV Cache Pruning for Efficient Vision-Language Inference☆10Dec 15, 2024Updated last year
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆48Jul 7, 2025Updated 9 months ago
- [ICLR2025] Accelerating Diffusion Transformers with Token-wise Feature Caching☆215Mar 14, 2025Updated last year
- [ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models☆71May 15, 2025Updated 10 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆86Oct 26, 2025Updated 5 months ago
- A paper list of some recent works about Token Compress for Vit and VLM☆875Apr 3, 2026Updated last week
- Explicit Context Reasoning with Supervision for Visual Tracking (ACM MM 25)☆18Jul 20, 2025Updated 8 months ago
- On Path to Multimodal Generalist: General-Level and General-Bench☆18Jul 11, 2025Updated 8 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- (ICLR 2026 🔥) Code for "The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs"☆77Feb 9, 2026Updated 2 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆32Apr 10, 2024Updated 2 years ago
- a training-free approach to accelerate ViTs and VLMs by pruning redundant tokens based on similarity☆44May 24, 2025Updated 10 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆165Mar 8, 2026Updated last month
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20…☆15Aug 12, 2024Updated last year
- Official repository of the paper "A Glimpse to Compress: Dynamic Visual Token Pruning for Large Vision-Language Models"☆92Feb 13, 2026Updated last month
- [NAACL 2025🔥] MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference☆19Jun 19, 2025Updated 9 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆65Jul 16, 2024Updated last year
- ☆24Apr 3, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆35Jun 3, 2025Updated 10 months ago
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆71Sep 18, 2025Updated 6 months ago
- Official PyTorch Implementation for the "What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-mod…☆20Sep 26, 2024Updated last year
- Prior Sampling for high dimension data with domain knowledge.☆10Jan 11, 2022Updated 4 years ago
- Official implementation of paper ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding☆40Mar 16, 2025Updated last year
- [NeurIPS 2025] This is the official repository for "RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosis"☆27Nov 21, 2025Updated 4 months ago
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆105Nov 22, 2025Updated 4 months ago