Multimodal Learning

AAD-LLM: Neural Attention-Driven Auditory Scene Understanding ACL 2025 A-Bench: Are LMMs Masters at Evaluating AI-generated Images? ICLR 2025 A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding ACL 2025 AbsVis – Benchmarking How Humans and Vision-Language Models “See” Abstract Concepts in Images EMNLP 2025 A Cascaded Multimodal Framework for Automatic Social Communication Severity Assessment in Children with Autism Spectrum Disorder Interspeech 2025 ACAttack: Adaptive Cross Attacking RGB-T Tracker via Multi-Modal Response Decoupling CVPR 2025 Accelerating Diffusion-based Text-to-Speech Model Trainingwith Dual Modality Alignment Interspeech 2025 Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025 Accessible, At-Home Detection of Parkinson’s Disease via Multi-Task Video Analysis AAAI 2025 ACE: Action Concept Enhancement of Video-Language Models in Procedural Videos WACV 2025 ACE-M3: Automatic Capability Evaluator for Multimodal Medical Models COLING 2025 A Character-Centric Creative Story Generation via Imagination ACL 2025 Acknowledging Focus Ambiguity in Visual Questions ICCV 2025 A Closer Look at Backdoor Attacks on CLIP ICML 2025 A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models EMNLP 2025 A Closer Look at Multimodal Representation Collapse ICML 2025 A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models NAACL 2025 A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment ACL 2025 A Comprehensive Overhaul of Multimodal Assistant with Small Language Models AAAI 2025 A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation CVPR 2025 A Compressive Memory-based Retrieval Approach for Event Argument Extraction COLING 2025 A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation NAACL 2025 A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025 Acquired TASTE: Multimodal Stance Detection with Textual and Structural Embeddings COLING 2025 A Cross-Modal Densely Guided Knowledge Distillation Based on Modality Rebalancing Strategy for Enhanced Unimodal Emotion Recognition IJCAI 2025