MAC-AutoML / QuoTA
This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension"
☆63Updated last week
Alternatives and similar repositories for QuoTA:
Users that are interested in QuoTA are comparing it to the libraries listed below
- Sparrow: Data-Efficient Video-LLM with Text-to-Image Augmentation☆26Updated 2 weeks ago
- ☆50Updated last week
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆81Updated 3 weeks ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆89Updated 2 weeks ago
- ☆40Updated 2 months ago
- Repo for paper "T2Vid: Translating Long Text into Multi-Image is the Catalyst for Video-LLMs"☆49Updated 2 weeks ago
- The Next Step Forward in Multimodal LLM Alignment☆135Updated 3 weeks ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆153Updated 2 months ago
- ☆107Updated last month
- p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay☆32Updated 2 months ago
- ☆90Updated this week
- Video-R1: Towards Super Reasoning Ability in Video Understanding MLLMs☆105Updated last month
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆116Updated 2 months ago
- Official PyTorch code of "Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation".☆22Updated last month
- Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".☆80Updated 3 weeks ago
- Code release for VTW (AAAI 2025) Oral☆33Updated 2 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆49Updated 8 months ago
- Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆22Updated this week
- [ICLR 2025] TRACE: Temporal Grounding Video LLM via Casual Event Modeling☆76Updated 2 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆44Updated last week
- PyTorch Implementation of "Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Larg…☆21Updated last month
- ☆41Updated last week
- official impelmentation of Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input☆63Updated 6 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆44Updated 2 months ago
- Latest Advances on (RL based) Multimodal Reasoning in Multimodal Large Language Models☆16Updated this week
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆92Updated 4 months ago
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆119Updated 2 weeks ago
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆99Updated 3 weeks ago
- The official implementation of 《MLLMs-Augmented Visual-Language Representation Learning》☆31Updated last year
- The official repository for paper "PruneVid: Visual Token Pruning for Efficient Video Large Language Models".☆34Updated last month