[ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"
☆57Oct 9, 2025Updated 6 months ago
Alternatives and similar repositories for AIM
Users that are interested in AIM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACL-26 Findings] Implementation for HiPrune, a training-free visual token pruning method for VLM acceleration.☆52Updated this week
- [ACL 2025] Official code for ''Learning to Reason from Feedback at Test-Time''.☆13May 16, 2025Updated 10 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
- This repo holds the implementation of PAVE: Patching and Adapting Video Large Language Models (CVPR2025)☆27Sep 6, 2025Updated 7 months ago
- ☆66Jan 23, 2026Updated 2 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [ICCV 2025] SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs☆82Jan 17, 2026Updated 2 months ago
- Official code for "Rethinking Chain-of-Thought Reasoning for Videos"☆20Dec 14, 2025Updated 3 months ago
- [CVPR 2025] PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models☆53Jun 12, 2025Updated 9 months ago
- [CVPR 2026] Variation-aware Vision Token Dropping for Faster Large Vision-Language Models☆29Mar 18, 2026Updated 3 weeks ago
- The official implementation of CVPR 2021 Paper: Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation.☆12Oct 15, 2021Updated 4 years ago
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆36Jan 8, 2025Updated last year
- [ICCV 2025] Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs☆60Feb 2, 2026Updated 2 months ago
- [CVPR 2025] Official PyTorch Implementation of GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmenta…☆69Jun 23, 2025Updated 9 months ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆104Feb 16, 2025Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Elucidated Dataset Condensation (NeurIPS 2024)☆20Oct 5, 2024Updated last year
- [TPAMI2025] BackMix: Regularizing Open Set Recognition by Removing Underlying Fore-Background Priors☆15Apr 23, 2025Updated 11 months ago
- [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Langua…☆566Jan 4, 2025Updated last year
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆86Oct 26, 2025Updated 5 months ago
- iLLaVA: An Image is Worth Fewer Than 1/3 Input Tokens in Large Multimodal Models (ICLR2026)☆21Mar 29, 2026Updated last week
- ☆15Apr 11, 2024Updated 2 years ago
- [CVPR 2025] PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models☆58Jan 30, 2026Updated 2 months ago
- [CVPR 2026] OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models☆69Apr 3, 2026Updated last week
- [ICML 2025 Spotlight] RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding☆22Mar 2, 2025Updated last year
- 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.
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆115Oct 12, 2025Updated 5 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆143Mar 6, 2025Updated last year
- Code for paper: Unraveling the Shift of Visual Information Flow in MLLMs: From Phased Interaction to Efficient Inference☆13Jun 7, 2025Updated 10 months ago
- 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
- A paper list of some recent works about Token Compress for Vit and VLM☆875Apr 3, 2026Updated last week
- [ACL 2024] Making Long-Context Language Models Better Multi-Hop Reasoners☆19May 28, 2024Updated last year
- [CVPR2024 highlight] Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching (G-VBSM)☆28Oct 9, 2024Updated last year
- [CVPR 2023] Official code for "Learning Procedure-aware Video Representation from Instructional Videos and Their Narrations"☆56Aug 8, 2023Updated 2 years ago
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆105Nov 22, 2025Updated 4 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- [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
- [ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models☆71May 15, 2025Updated 10 months ago
- [AAAI 2026] Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models☆41Jan 27, 2026Updated 2 months ago
- ☆13Mar 28, 2025Updated last year
- [ICCV 2025] Official Repository of VideoLLaMB: Long Video Understanding with Recurrent Memory Bridges☆84Feb 27, 2025Updated last year
- [NAACL 2025🔥] MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference☆19Jun 19, 2025Updated 9 months ago
- [CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models☆74Dec 1, 2025Updated 4 months ago