Multimodal Learning

Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models EMNLP 2025 Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding ACL 2025 Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025 Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge ICML 2025 Advancing Retrosynthesis with Retrieval-Augmented Graph Generation AAAI 2025 Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025 Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning AAAI 2025 Advancing Textual Prompt Learning with Anchored Attributes ICCV 2025 Advancing Visual Large Language Model for Multi-granular Versatile Perception ICCV 2025 AdvDisplay: Adversarial Display Assembled by Thermoelectric Cooler for Fooling Thermal Infrared Detectors AAAI 2025 AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations? ICCV 2025 Adversarial Alignment with Anchor Dragging Drift (A3D2): Multimodal Domain Adaptation with Partially Shifted Modalities ACL 2025 Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training EMNLP 2025 AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models ICLR 2025 AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis CVPR 2025 Aerial Mirage: Unmasking Hallucinations in Large Vision Language Models WACV 2025 AesBiasBench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment EMNLP 2025 AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models CVPR 2025 A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing IJCAI 2025 AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models ICML 2025 AffinityFlow: Guided Flows for Antibody Affinity Maturation ICML 2025 Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation AAAI 2025 AffordDexGrasp: Open-set Language-guided Dexterous Grasp with Generalizable-Instructive Affordance ICCV 2025 A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025 Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond NAACL 2025