Multimodal Learning

UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation SemEval 2025 UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation CVPR 2025 UP-VLA: A Unified Understanding and Prediction Model for Embodied Agent ICML 2025 UQ-Merge: Uncertainty Guided Multimodal Large Language Model Merging ACL 2025 UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence ICCV 2025 UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban Spaces ACL 2025 UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction AAAI 2025 UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios AAAI 2025 URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models EMNLP 2025 U-SAM: An Audio Language Model for Unified Speech, Audio, and Music Understanding Interspeech 2025 User-in-the-Loop Evaluation of Multimodal LLMs for Activity Assistance WACV 2025 Using and comprehending language in face-to-face conversation Interspeech 2025 Using Game Play to Investigate Multimodal and Conversational Grounding in Large Multimodal Models COLING 2025 Using Multimodal Models for Informative Classification of Ambiguous Tweets in Crisis Response NAACL 2025 Utilizing Vision-Language Models for Detection of Leaf-Based Diseases in Tomatoes AAAI 2025 UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing CVPR 2025 V^2Dial: Unification of Video and Visual Dialog via Multimodal Experts CVPR 2025 V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding ICCV 2025 V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning AAAI 2025 VA-AR: Learning Velocity-Aware Action Representations with Mixture of Window Attention AAAI 2025 VACE: All-in-One Video Creation and Editing ICCV 2025 VADE: Visual Attention Guided Hallucination Detection and Elimination ACL 2025 VAFlow: Video-to-Audio Generation with Cross-Modality Flow Matching ICCV 2025 VAGUE: Visual Contexts Clarify Ambiguous Expressions ICCV 2025 VALLR: Visual ASR Language Model for Lip Reading ICCV 2025