Vision-Language Models

Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable Models UAI 2025 Prompt as Knowledge Bank: Boost Vision-language model via Structural Representation for zero-shot medical detection ICLR 2025 See It from My Perspective: How Language Affects Cultural Bias in Image Understanding ICLR 2025 Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model ICLR 2025 SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding ICLR 2025 The Great Contradiction Showdown: How Jailbreak and Stealth Wrestle in Vision-Language Models? ACML 2025 TinyClick: Single-Turn Agent for Empowering GUI Automation Interspeech 2025 TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models ICLR 2025 Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization ICLR 2025 TRACE: Temporal Grounding Video LLM via Causal Event Modeling ICLR 2025 UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding SemEval 2025 Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models IJCAI 2025 Visual Prompt Engineering for Vision Language Models in Radiology MIDL 2025 YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization SemEval 2025 Youku Dense Caption: A Large-scale Chinese Video Dense Caption Dataset and Benchmarks ICLR 2025 APDDv2: Aesthetics of Paintings and Drawings Dataset with Artist Labeled Scores and Comments NeurIPS 2024 Artemis: Towards Referential Understanding in Complex Videos NeurIPS 2024 AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models EMNLP 2024 BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity ICLR 2024 CAS: A Probability-Based Approach for Universal Condition Alignment Score ICLR 2024 CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation CVPR 2024 ContextRef: Evaluating Referenceless Metrics for Image Description Generation ICLR 2024 Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding CVPR 2024 CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding ICLR 2024 Demystifying CLIP Data ICLR 2024