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Vision-Language Models

685 directly classified papers

Papers per year

Papers

Finding Needles in Images: Can Multi-modal LLMs Locate Fine Details? ACL 2025
Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains ACL 2025
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025
Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents CVPR 2025
Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models ACL 2025
Jailbreak Large Vision-Language Models Through Multi-Modal Linkage ACL 2025
Aligning VLM Assistants with Personalized Situated Cognition ACL 2025
Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning ACL 2025
Sharper and Faster mean Better: Towards More Efficient Vision-Language Model for Hour-scale Long Video Understanding ACL 2025
VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues ACL 2025
Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models ACL 2025
Value-Spectrum: Quantifying Preferences of Vision-Language Models via Value Decomposition in Social Media Contexts ACL 2025
BQA: Body Language Question Answering Dataset for Video Large Language Models ACL 2025
LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025
Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? ACL 2025
Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning ACL 2025
GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ACL 2025
Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025
VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration ACL 2025
Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion WACV 2025
HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models ACL 2025
Rethinking High-speed Image Reconstruction Framework with Spike Camera AAAI 2025
Exploring How Generative MLLMs Perceive More Than CLIP with the Same Vision Encoder ACL 2025
Comprehensive Multi-Modal Prototypes Are Simple and Effective Classifiers for Vast-Vocabulary Object Detection AAAI 2025
Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025