Multimodal Learning

Towards Multimodal Sentiment Analysis via Hierarchical Correlation Modeling with Semantic Distribution Constraints AAAI 2025 Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark CVPR 2025 Towards Omnimodal Expressions and Reasoning in Referring Audio-Visual Segmentation ICCV 2025 Towards Open-Vocabulary Audio-Visual Event Localization CVPR 2025 Towards Open-Vocabulary Remote Sensing Image Semantic Segmentation AAAI 2025 Towards Out-of-Modal Generalization without Instance-level Modal Correspondence ICLR 2025 Towards Personalised Audio Visual Speech Enhancement Interspeech 2025 Towards Rationale-Answer Alignment of LVLMs via Self-Rationale Calibration ICML 2025 Towards Rationality in Language and Multimodal Agents: A Survey NAACL 2025 Towards Realistic UAV Vision-Language Navigation: Platform, Benchmark, and Methodology ICLR 2025 Towards Reliable Large Audio Language Model ACL 2025 Towards Robust Deterministic and Probabilistic Modeling for Predictive Learning IJCAI 2025 Towards Robust Visual Question Answering via Prompt-Driven Geometric Harmonization AAAI 2025 Towards Semantic Equivalence of Tokenization in Multimodal LLM ICLR 2025 Towards Source Attribution of Singing Voice Deepfake with Multimodal Foundation Models Interspeech 2025 Towards Text-Image Interleaved Retrieval ACL 2025 Towards the Causal Complete Cause of Multi-Modal Representation Learning ICML 2025 Towards Training-free Anomaly Detection with Vision and Language Foundation Models CVPR 2025 Towards Unified, Dynamic and Annotation-based Visualisations and Exploration of Annotated Big Data Corpora with the Help of Unified Corpus Explorer NAACL 2025 Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization ICLR 2025 Towards Universal Soccer Video Understanding CVPR 2025 Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding ICCV 2025 Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation ICML 2025 Towards Zero-Shot Multimodal Machine Translation NAACL 2025 ToxicTone: A Mandarin Audio Dataset Annotated for Toxicity and Toxic Utterance Tonality Interspeech 2025