LaVi-Lab / AIMLinks
[ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"
☆48Updated 2 months ago
Alternatives and similar repositories for AIM
Users that are interested in AIM are comparing it to the libraries listed below
Sorting:
- [EMNLP 2025 Main] Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models☆44Updated last week
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆94Updated last month
- [AAAI 2026] Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models☆37Updated last week
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆36Updated 11 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆83Updated 2 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆135Updated 9 months ago
- [ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models☆62Updated 7 months ago
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆59Updated 6 months ago
- [NeurIPS 2025 Spotlight] Fast-Slow Thinking GRPO for Large Vision-Language Model Reasoning☆23Updated this week
- Official implement of MIA-DPO☆69Updated 11 months ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆131Updated 5 months ago
- OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models☆44Updated 3 weeks ago
- [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models☆41Updated 2 months ago
- Official repository for CoMM Dataset☆48Updated 11 months ago
- Official implementation of paper ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding☆38Updated 9 months ago
- ☆62Updated 7 months ago
- [NeurIPS 2024] Visual Perception by Large Language Model’s Weights☆55Updated 8 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆75Updated 5 months ago
- ☆35Updated last year
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆159Updated 3 months ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆112Updated last year
- Code for "AVG-LLaVA: A Multimodal Large Model with Adaptive Visual Granularity"☆33Updated last year
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆101Updated 2 weeks ago
- FreeVA: Offline MLLM as Training-Free Video Assistant☆68Updated last year
- ☆28Updated 10 months ago
- Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning☆41Updated 5 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆53Updated 9 months ago
- 【NeurIPS 2024】The official code of paper "Automated Multi-level Preference for MLLMs"☆20Updated last year
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆150Updated last week
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 6 months ago