shiqichen17 / AdaptVis
Github repository for "Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas" (ICML 2025)
☆20Updated 2 weeks ago
Alternatives and similar repositories for AdaptVis
Users that are interested in AdaptVis are comparing it to the libraries listed below
Sorting:
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆48Updated last year
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆54Updated last week
- The code for "VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by VIdeo SpatioTemporal Augmentation" [CVPR2025]☆15Updated 2 months ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆54Updated last month
- ☆12Updated 4 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆66Updated 11 months ago
- Multimodal RewardBench☆39Updated 2 months ago
- [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…☆44Updated 8 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆22Updated last week
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆25Updated 2 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆73Updated 11 months ago
- Codes for ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding☆29Updated 2 weeks ago
- This is the implementation of CounterCurate, the data curation pipeline of both physical and semantic counterfactual image-caption pairs.☆18Updated 10 months ago
- ☆12Updated this week
- Official Repository of Personalized Visual Instruct Tuning☆28Updated 2 months ago
- Implementation and dataset for paper "Can MLLMs Perform Text-to-Image In-Context Learning?"☆39Updated 2 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆90Updated last week
- Official implementation for CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding☆45Updated last year
- [Arxiv Paper 2504.09130]: VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search☆16Updated 3 weeks ago
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆55Updated 8 months ago
- PyTorch implementation of StableMask (ICML'24)☆12Updated 10 months ago
- A Comprehensive Benchmark for Robust Multi-image Understanding☆11Updated 8 months ago
- ☆44Updated last month
- ☆41Updated 4 months ago
- ☆17Updated 3 weeks ago
- Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs?☆13Updated 3 months ago
- [ICLR 2025] CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion☆45Updated 3 months ago
- Official implementation of "Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data" (ICLR 2024)☆31Updated 7 months ago
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆46Updated 5 months ago
- ☆21Updated 6 months ago