Multimodal Learning

AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities CVPR 2025 AnyTalk: Multi-modal Driven Multi-domain Talking Head Generation AAAI 2025 AnyTouch: Learning Unified Static-Dynamic Representation across Multiple Visuo-tactile Sensors ICLR 2025 A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025 A Peer-review Look on Multi-modal Clustering: An Information Bottleneck Realization Method ICML 2025 A Picture is Worth a Thousand (Correct) Captions: A Vision-Guided Judge-Corrector System for Multimodal Machine Translation AACL 2025 A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization NAACL 2025 APIRL: Deep Reinforcement Learning for REST API Fuzzing AAAI 2025 Applying the Character-Role Narrative Framework with LLMs to Investigate Environmental Narratives in Scientific Editorials and Tweets ACL 2025 A Query-Response Framework for Whole-Page Complex-Layout Document Image Translation with Relevant Regional Concentration ACL 2025 ArabEmoNet: A Lightweight Hybrid 2D CNN-BiLSTM Model with Attention for Robust Arabic Speech Emotion Recognition EMNLP 2025 Arbitrarily-Conditioned Multi-Functional Diffusion for Multi-Physics Emulation ICML 2025 Arbitrary Reading Order Scene Text Spotter with Local Semantics Guidance AAAI 2025 AR-Diffusion: Asynchronous Video Generation with Auto-Regressive Diffusion CVPR 2025 Are Any-to-Any Models More Consistent Across Modality Transfers Than Specialists? ACL 2025 Are Large Vision Language Models Good Game Players? ICLR 2025 Are Multimodal Large Language Models Pragmatically Competent Listeners in Simple Reference Resolution Tasks? ACL 2025 Are Multimodal LLMs Robust Against Adversarial Perturbations? RoMMath: A Systematic Evaluation on Multimodal Math Reasoning NAACL 2025 Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs ICCV 2025 Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study EMNLP 2025 Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives ICCV 2025 Argumentative Fallacy Detection in Political Debates ACL 2025 ARGUS: Hallucination and Omission Evaluation in Video-LLMs ICCV 2025 Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought CVPR 2025 Aria-MIDI: A Dataset of Piano MIDI Files for Symbolic Music Modeling ICLR 2025