[ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference" and "SparseVLM+: Visual Token Sparsification with Improved Text-Visual Attention Pattern"
☆257Dec 22, 2025Updated 3 months ago
Alternatives and similar repositories for SparseVLMs
Users that are interested in SparseVLMs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆143Mar 6, 2025Updated last year
- [NeurIPS'24] Official implementation of paper "Unveiling the Tapestry of Consistency in Large Vision-Language Models".☆38Oct 23, 2024Updated 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
- A paper list of some recent works about Token Compress for Vit and VLM☆875Apr 3, 2026Updated last week
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆57Oct 9, 2025Updated 6 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.
- [CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models☆74Dec 1, 2025Updated 4 months ago
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆37Jan 8, 2025Updated last year
- [ICCV 2025] Official code for paper: Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs☆76Jul 1, 2025Updated 9 months ago
- [ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models☆71May 15, 2025Updated 10 months ago
- Code release for VTW (AAAI 2025 Oral)☆66Nov 4, 2025Updated 5 months ago
- [CVPR 2025] Official implementation of paper "MoVE-KD: Knowledge Distillation for VLMs with Mixture of Visual Encoders".☆50Jun 7, 2025Updated 10 months ago
- Official repository for VisionZip (CVPR 2025)☆418Jul 21, 2025Updated 8 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
- [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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- [CVPR'24] Official implementation of paper "FreeKD: Knowledge Distillation via Semantic Frequency Prompt".☆50Apr 20, 2024Updated last year
- [NeurIPS 2025] Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.☆95Sep 20, 2025Updated 6 months ago
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆203Jun 18, 2025Updated 9 months ago
- [NeurIPS 2025] Official repository for “FlowCut: Rethinking Redundancy via Information Flow for Efficient Vision-Language Models”☆30Dec 9, 2025Updated 4 months ago
- ☆66Jan 23, 2026Updated 2 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆165Mar 8, 2026Updated last month
- [ICCV'25] The official code of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"☆71Jan 13, 2026Updated 2 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
- [ICCV 2025] SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs☆82Jan 17, 2026Updated 2 months 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.
- MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer☆50Sep 6, 2024Updated last year
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆105Nov 22, 2025Updated 4 months ago
- [CVPR 2026] Variation-aware Vision Token Dropping for Faster Large Vision-Language Models☆29Mar 18, 2026Updated 3 weeks ago
- [ACM MM 2025] EmbodiedOcc++: Boosting Embodied 3D Occupancy Prediction with Plane Regularization and Uncertainty Sampler☆26Aug 7, 2025Updated 8 months ago
- [Arxiv 2025] Official code for T-REX: Mixture-of-Rank-One-Experts with semantic-aware Intuition for Multi-task Large Language Model Finet…☆17May 16, 2025Updated 10 months ago
- iLLaVA: An Image is Worth Fewer Than 1/3 Input Tokens in Large Multimodal Models (ICLR2026)☆21Mar 29, 2026Updated last week
- [CVPR 2025] PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models☆58Jan 30, 2026Updated 2 months ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆104Nov 9, 2024Updated last year
- The official implementation of the paper "Rethinking Pruning for Vision-Language Models: Strategies for Effective Sparsity".☆16Jul 2, 2024Updated last year
- 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.
- [AAAI 2026] Official code for MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Man…☆66Jul 31, 2025Updated 8 months ago
- [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models☆43Oct 28, 2025Updated 5 months ago
- Official implementation of paper "Masked Distillation with Receptive Tokens", ICLR 2023.☆10Mar 13, 2023Updated 3 years ago
- ☆30Feb 27, 2025Updated last year
- [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
- ☆15Dec 11, 2024Updated last year
- 🔥 [AAAI 2026 Oral] Official code for Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptat…☆76Jul 8, 2024Updated last year