Deep Learning

AEHRC at BioLaySumm 2025: Leveraging T5 for Lay Summarisation of Radiology Reports ACL 2025 AE-NeRF: Augmenting Event-Based Neural Radiance Fields for Non-ideal Conditions and Larger Scenes AAAI 2025 Aequa: Fair Model Rewards in Collaborative Learning via Slimmable Networks ICML 2025 AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment EMNLP 2025 Aerodynamic Coefficients Prediction via Cross-Attention Fusion and Physical-Informed Training AAAI 2025 AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation CVPR 2025 AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries AAAI 2025 Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization CVPR 2025 AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models CVPR 2025 Aether: Geometric-Aware Unified World Modeling ICCV 2025 A Fast and Accurate ANN-SNN Conversion Algorithm with Negative Spikes IJCAI 2025 A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing IJCAI 2025 A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time UAI 2025 AFFAKT: A Hierarchical Optimal Transport Based Method for Affective Facial Knowledge Transfer in Video Deception Detection AAAI 2025 Affine Steerable Equivariant Layer for Canonicalization of Neural Networks ICLR 2025 AffinityFlow: Guided Flows for Antibody Affinity Maturation ICML 2025 Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting AAAI 2025 AffordDexGrasp: Open-set Language-guided Dexterous Grasp with Generalizable-Instructive Affordance ICCV 2025 AffordDP: Generalizable Diffusion Policy with Transferable Affordance CVPR 2025 AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images AAAI 2025 A First-order Generative Bilevel Optimization Framework for Diffusion Models ICML 2025 AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models CVPR 2025 A Focused Human Body Model for Accurate Anthropometric Measurements Extraction CVPR 2025 A Formal Framework for Understanding Length Generalization in Transformers ICLR 2025 A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025