shiqichen17 / AdaptVisLinks
Github repository for "Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas" (ICML 2025)
☆34Updated last month
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".☆52Updated last year
- G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning☆51Updated 2 weeks ago
- Multimodal RewardBench☆39Updated 3 months ago
- ☆12Updated 4 months ago
- Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models☆36Updated 2 weeks ago
- A Comprehensive Benchmark for Robust Multi-image Understanding☆11Updated 9 months ago
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆27Updated last week
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆51Updated last week
- Code and data for ACL 2024 paper on 'Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space'☆15Updated 10 months ago
- [NeurIPS2024] Official code for (IMA) Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs☆18Updated 7 months ago
- The code for "VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by VIdeo SpatioTemporal Augmentation" [CVPR2025]☆15Updated 3 months ago
- [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…☆46Updated 9 months ago
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆65Updated this week
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆68Updated last year
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆46Updated 3 weeks ago
- Codes for ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding☆32Updated last month
- Official implementation of "Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data" (ICLR 2024)☆31Updated 7 months ago
- AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time☆38Updated this week
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆58Updated 2 months ago
- ☆46Updated last month
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆36Updated last week
- Implementation and dataset for paper "Can MLLMs Perform Text-to-Image In-Context Learning?"☆38Updated this week
- ☆21Updated 7 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆50Updated 7 months ago
- ☆13Updated 3 weeks ago
- Official implementation of MC-LLaVA.☆28Updated this week
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆74Updated 11 months ago
- Official Repository of Personalized Visual Instruct Tuning☆28Updated 3 months ago
- ☆43Updated 5 months ago
- [ICLR 2025] CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion☆45Updated 4 months ago