Vision-Language Models

Zero-shot Jianzi Recognition as Structured Visual Information Extraction in Open Compositional Symbolic Systems ACL 2026 ZINA: Multimodal Fine-grained Hallucination Detection and Editing CVPR 2026 ZOO-Prune: Training-Free Token Pruning via Zeroth-Order Gradient Estimation in Vision-Language Models CVPR 2026 A Balancing Act: Optimizing Classification and Retrieval in Cross-Modal Vision Models MIDL 2025 Activation Steering Meets Preference Optimization: Defense Against Jailbreaks in Vision Language Model ACML 2025 Articulate-Anything: Automatic Modeling of Articulated Objects via a Vision-Language Foundation Model ICLR 2025 Bayesian Principles Improve Prompt Learning In Vision-Language Models AISTATS 2025 Chain-of-region: Visual Language Models Need Details for Diagram Analysis ICLR 2025 Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion ICLR 2025 Digi-Q: Learning VLM Q-Value Functions for Training Device-Control Agents ICLR 2025 Experiential Semantic Information and Brain Alignment: Are Multimodal Models Better than Language Models? CoNLL 2025 Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models ICLR 2025 FoleyMaster: High-Quality Video-to-Audio Synthesis via MLLM-Augmented Prompt Tuning and Joint Semantic-Temporal Adaptation Interspeech 2025 Functionality Understanding and Segmentation in 3D Scenes CVPR 2025 Harnessing Large Language and Vision-Language Models for Robust Out-of-Distribution Detection ACML 2025 Hearing from Silence: Reasoning Audio Descriptions from Silent Videos via Vision-Language Model Interspeech 2025 HiTZ-Ixa at SemEval-2025 Task 1: Multimodal Idiomatic Language Understanding SemEval 2025 Howard University-AI4PC at SemEval-2025 Task 1: Using GPT-4o and CLIP-ViLT to Decode Figurative Language Across Text and Images SemEval 2025 JNLP at SemEval-2025 Task 1: Multimodal Idiomaticity Representation with Large Language Models SemEval 2025 LR0.FM: Low-Res Benchmark and Improving robustness for Zero-Shot Classification in Foundation Models ICLR 2025 MM-MovieDubber: Towards Multi-Modal Learning for Multi-Modal Movie Dubbing Interspeech 2025 Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability ICLR 2025 Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs ICLR 2025 Over the Top-1: Uncertainty-Aware Cross-Modal Retrieval with CLIP UAI 2025 PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding SemEval 2025