TIGER-AI-Lab / ABCLinks
ABC: Achieving Better Control of Multimodal Embeddings using VLMs [TMLR2025]
☆16Updated last month
Alternatives and similar repositories for ABC
Users that are interested in ABC are comparing it to the libraries listed below
Sorting:
- Preference Learning for LLaVA☆51Updated 11 months ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆66Updated 4 months ago
- [ICCV 2025] Dynamic-VLM☆25Updated 9 months ago
- ☆52Updated 7 months ago
- Official implementation of "Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology"☆64Updated 2 months ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆46Updated 11 months ago
- A Comprehensive Benchmark for Robust Multi-image Understanding☆14Updated last year
- The official repo for "VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search" [EMNLP25]☆32Updated last month
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆83Updated 8 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆58Updated 11 months ago
- ☆59Updated last month
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆15Updated 10 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆75Updated 2 weeks ago
- Codes for ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding [ICML 2025]]☆39Updated 2 months ago
- LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning☆68Updated 4 months ago
- [NeurIPS 2025] Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO☆50Updated 3 weeks ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated last year
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆48Updated 2 months ago
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆37Updated 4 months ago
- [EMNLP-2025 Oral] ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration☆57Updated last month
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆21Updated 9 months ago
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆86Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning☆44Updated 2 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆82Updated 2 months ago
- [NeurIPS 2025] Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models☆45Updated last week
- ☆33Updated 11 months ago
- Official implementation of our paper "Finetuned Multimodal Language Models are High-Quality Image-Text Data Filters".☆67Updated 5 months ago
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆91Updated last year
- Reinforcement Learning of Vision Language Models with Self Visual Perception Reward☆131Updated 2 weeks ago