Neural Networks

Point2SSM: Learning Morphological Variations of Anatomies from Point Clouds ICLR 2024 Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis AAAI 2024 PointMamba: A Simple State Space Model for Point Cloud Analysis NeurIPS 2024 PointPatchMix: Point Cloud Mixing with Patch Scoring AAAI 2024 Point-to-Spike Residual Learning for Energy-Efficient 3D Point Cloud Classification AAAI 2024 Polyhedral Complex Derivation from Piecewise Trilinear Networks NeurIPS 2024 Polynomial Width is Sufficient for Set Representation with High-dimensional Features ICLR 2024 PORF: POSE RESIDUAL FIELD FOR ACCURATE NEURAL SURFACE RECONSTRUCTION ICLR 2024 Pose-Transformed Equivariant Network for 3D Point Trajectory Prediction CVPR 2024 Position: Categorical Deep Learning is an Algebraic Theory of All Architectures ICML 2024 Position: The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning ICML 2024 Positive Concave Deep Equilibrium Models ICML 2024 Post-hoc Part-Prototype Networks ICML 2024 Post-Net: A linguistically inspired sequence-dependent transformed neural architecture for automatic syllable stress detection Interspeech 2024 Post-trained Convolution Networks for Single Image Super-resolution (Abstract Reprint) AAAI 2024 Power-Aware Inverse-Search Machine Learning for Low Resource Multi-Objective Unmanned Underwater Vehicle Control (Student Abstract) AAAI 2024 PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and Beyond NeurIPS 2024 Practical Measurements of Translucent Materials with Inter-Pixel Translucency Prior CVPR 2024 Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks NeurIPS 2024 PreciseControl: Enhancing Text-To-Image Diffusion Models with Fine-Grained Attribute Control ECCV 2024 PRECISe : Prototype-Reservation for Explainable classification under Imbalanced and Scarce-Data Settings MLHC 2024 Predicting 3D forearm fracture angle from biplanar Xray images with rotational bone pose estimation MIDL 2024 Predicting Atrial Fibrillation Treatment Outcome with Siamese Multi-modal Fusion and Cardiac Digital Twins MIDL 2024 Predicting Dose-Response Curves with Deep Neural Networks ICML 2024 Predicting Ground State Properties: Constant Sample Complexity and Deep Learning Algorithms NeurIPS 2024