Multimodal Learning

PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology AAAI 2024 Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks ACL 2024 Pedestrian Attribute Recognition as Label-balanced Multi-label Learning ICML 2024 Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification EMNLP 2024 Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers NeurIPS 2024 PeVL: Pose-Enhanced Vision-Language Model for Fine-Grained Human Action Recognition CVPR 2024 PGVT: Pose-Guided Video Transformer for Fine-Grained Action Recognition WACV 2024 Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning NeurIPS 2024 Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization NeurIPS 2024 PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns CVPR 2024 Pixel-Aligned Language Model CVPR 2024 PLIP: Language-Image Pre-training for Person Representation Learning NeurIPS 2024 Plot Twist: Multimodal Models Don’t Comprehend Simple Chart Details EMNLP 2024 Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning NeurIPS 2024 Polos: Multimodal Metric Learning from Human Feedback for Image Captioning CVPR 2024 Position: The Platonic Representation Hypothesis ICML 2024 Posture-Informed Muscular Force Learning for Robust Hand Pressure Estimation NeurIPS 2024 PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents ACL 2024 Predicting Atrial Fibrillation Treatment Outcome with Siamese Multi-modal Fusion and Cardiac Digital Twins MIDL 2024 Predictive Dynamic Fusion ICML 2024 PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes EMNLP 2024 Previously on ... From Recaps to Story Summarization CVPR 2024 PRISM: A New Lens for Improved Color Understanding EMNLP 2024 Privileged Prior Information Distillation for Image Matting AAAI 2024 Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness NeurIPS 2024