Vision-Language Models

BiMAC: Bidirectional Multimodal Alignment in Contrastive Learning AAAI 2025 BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models CVPR 2025 BOLT: Boost Large Vision-Language Model Without Training for Long-form Video Understanding CVPR 2025 BQA: Body Language Question Answering Dataset for Video Large Language Models ACL 2025 Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP AAAI 2025 Cache-of-Thought: Master-Apprentice Framework for Cost-Effective Vision Language Model Reasoning EMNLP 2025 CADReview: Automatically Reviewing CAD Programs with Error Detection and Correction ACL 2025 CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models CVPR 2025 Can MLLMs Understand the Deep Implication Behind Chinese Images? ACL 2025 Can Vision-Language Models Evaluate Handwritten Math? ACL 2025 CAPSTONE: Composable Attribute‐Prompted Scene Translation for Zero‐Shot Vision–Language Reasoning EMNLP 2025 CAVE : Detecting and Explaining Commonsense Anomalies in Visual Environments EMNLP 2025 Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation ACL 2025 ChartLens: Fine-grained Visual Attribution in Charts ACL 2025 ChatGarment: Garment Estimation, Generation and Editing via Large Language Models CVPR 2025 CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition EMNLP 2025 CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention ACL 2025 ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts EMNLP 2025 CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025 CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ACL 2025 CLIP is Almost All You Need: Towards Parameter-Efficient Scene Text Retrieval without OCR CVPR 2025 CLIP-MSM: A Multi-Semantic Mapping Brain Representation for Human High-Level Visual Cortex AAAI 2025 CoLLM: A Large Language Model for Composed Image Retrieval CVPR 2025 Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning CVPR 2025 Comprehensive Multi-Modal Prototypes Are Simple and Effective Classifiers for Vast-Vocabulary Object Detection AAAI 2025