Deep Learning

MicroFiberDetect: An Application for the Detection of Microfibres in Wastewater Sludge Based on CNNs AAAI 2025 MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models ACL 2025 MODL: Multilearner Online Deep Learning AISTATS 2025 MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision CVPR 2025 Multi-Objective Neural Bandits with Random Scalarization IJCAI 2025 Multi-view Evidential Learning-based Medical Image Segmentation AAAI 2025 Navigating Label Ambiguity for Facial Expression Recognition in the Wild AAAI 2025 Negative-Prompt Inversion: Fast Image Inversion for Editing with Text-Guided Diffusion Models WACV 2025 Neural Assembler: Learning to Generate Fine-Grained Robotic Assembly Instructions from Multi-View Images AAAI 2025 Neural Inverse Rendering for High-Accuracy 3D Measurement of Moving Objects with Fewer Phase-Shifting Patterns ICCV 2025 Neural Models for Lemmatization and POS-Tagging of Earlier and Late Egyptian (Supporting Hieroglyphic Input) and Demotic NAACL 2025 Neural Operators for Predictor Feedback Control of Nonlinear Delay Systems L4DC 2025 Nonlinear functional regression by functional deep neural network with kernel embedding JMLR 2025 NTClick: Achieving Precise Interactive Segmentation With Noise-tolerant Clicks CVPR 2025 Number Theoretic Accelerated Learning of Physics-Informed Neural Networks AAAI 2025 OAMaskFlow: Occlusion-Aware Motion Mask for Scene Flow AAAI 2025 OffsetOPT: Explicit Surface Reconstruction without Normals CVPR 2025 On Local Overfitting and Forgetting in Deep Neural Networks AAAI 2025 On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems AAAI 2025 On the Tolerance of Repetition Before Performance Degradation in Kiswahili Automatic Speech Recognition ACL 2025 On Which Data Distribution (Synthetic or Real) We Should Rely for Soft Biometric Classification WACV 2025 Out-of-Distribution Detection with Prototypical Outlier Proxy AAAI 2025 Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution Detection CVPR 2025 PA3Fed: Period-Aware Adaptive Aggregation for Improved Federated Learning AAAI 2025 Physiology-Aware PolySnake for Coronary Vessel Segmentation WACV 2025