Multimodal Learning

ActionDiffusion: An Action-Aware Diffusion Model for Procedure Planning in Instructional Videos WACV 2025 Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025 Active Learning for Vision Language Models WACV 2025 AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness ACL 2025 Adaptive Multimodal Fusion: Dynamic Attention Allocation for Intent Recognition AAAI 2025 Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models EMNLP 2025 Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025 AffordDexGrasp: Open-set Language-guided Dexterous Grasp with Generalizable-Instructive Affordance ICCV 2025 AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation AAAI 2025 AGRec: Adapting Autoregressive Decoders with Graph Reasoning for LLM-based Sequential Recommendation ACL 2025 AI Knows Where You Are: Exposure, Bias, and Inference in Multimodal Geolocation with KoreaGEO EMNLP 2025 Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025 Alignment-Free RGB-T Salient Object Detection: A Large-Scale Dataset and Progressive Correlation Network AAAI 2025 Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval AAAI 2025 An Interpretable and Crosslingual Method for Evaluating Second-Language Dialogues NAACL 2025 Anomize: Better Open Vocabulary Video Anomaly Detection CVPR 2025 An Optimal Transport-based Latent Mixer for Robust Multi-modal Learning AAAI 2025 Applying the Character-Role Narrative Framework with LLMs to Investigate Environmental Narratives in Scientific Editorials and Tweets ACL 2025 Argumentative Fallacy Detection in Political Debates ACL 2025 A Simple Data Augmentation Strategy for Text-in-Image Scientific VQA EMNLP 2025 A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers EMNLP 2025 Asymmetric Reinforcing Against Multi-Modal Representation Bias AAAI 2025 Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation IJCAI 2025 Benchmarking Multimodal Models for Ukrainian Language Understanding Across Academic and Cultural Domains ACL 2025 Beyond Base Predictors: Using LLMs to Resolve Ambiguities in Akkadian Lemmatization NAACL 2025