Neural Networks

Neural Vector Fields: Implicit Representation by Explicit Learning CVPR 2023 Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks ICML 2023 Neurosymbolic Reasoning and Learning with Restricted Boltzmann Machines AAAI 2023 NHITS: Neural Hierarchical Interpolation for Time Series Forecasting AAAI 2023 NIKI: Neural Inverse Kinematics With Invertible Neural Networks for 3D Human Pose and Shape Estimation CVPR 2023 NITK_LEGAL at SemEval-2023 Task 6: A Hierarchical based system for identification of Rhetorical Roles in legal judgements SemEval 2023 Noether Embedding: Efficient Learning of Temporal Regularities NeurIPS 2023 Noise Based Deepfake Detection via Multi-Head Relative-Interaction AAAI 2023 Noise-Robust Bandwidth Expansion for 8K Speech Recordings Interspeech 2023 NOMOS: Navigating Obligation Mining in Official Statutes EMNLP 2023 Non-Autoregressive Math Word Problem Solver with Unified Tree Structure EMNLP 2023 Nonlinear Advantage: Trained Networks Might Not Be As Complex as You Think ICML 2023 Nonparametric Boundary Geometry in Physics Informed Deep Learning NeurIPS 2023 Normalization-Equivariant Neural Networks with Application to Image Denoising NeurIPS 2023 Norm-based Generalization Bounds for Sparse Neural Networks NeurIPS 2023 NORM: Knowledge Distillation via N-to-One Representation Matching ICLR 2023 NTFields: Neural Time Fields for Physics-Informed Robot Motion Planning ICLR 2023 NTS-NOTEARS: Learning Nonparametric DBNs With Prior Knowledge AISTATS 2023 NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data ICML 2023 ObjectSDF++: Improved Object-Compositional Neural Implicit Surfaces ICCV 2023 Obstructive sleep apnea screening with breathing sounds and respiratory effort: a multimodal deep learning approach Interspeech 2023 ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data AAAI 2023 Omnigrok: Grokking Beyond Algorithmic Data ICLR 2023 On Computing Optimal Tree Ensembles ICML 2023 On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis RSS 2023