Representation Learning

Neural Koopman Pooling: Control-Inspired Temporal Dynamics Encoding for Skeleton-Based Action Recognition CVPR 2023 Neural Lad: A Neural Latent Dynamics Framework for Times Series Modeling NeurIPS 2023 Neural Language Model Based Attentive Term Dependence Model for Verbose Query (Student Abstract) AAAI 2023 Neural Latent Aligner: Cross-trial Alignment for Learning Representations of Complex, Naturalistic Neural Data ICML 2023 Neural Networks Efficiently Learn Low-Dimensional Representations with SGD ICLR 2023 Neural networks trained with SGD learn distributions of increasing complexity ICML 2023 NeuralPCI: Spatio-Temporal Neural Field for 3D Point Cloud Multi-Frame Non-Linear Interpolation CVPR 2023 Neural Pixel Composition for 3D-4D View Synthesis From Multi-Views CVPR 2023 Neural Prediction Errors enable Analogical Visual Reasoning in Human Standard Intelligence Tests ICML 2023 Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data NeurIPS 2023 Neural Scene Chronology CVPR 2023 Neural signature kernels as infinite-width-depth-limits of controlled ResNets ICML 2023 Neural (Tangent Kernel) Collapse NeurIPS 2023 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 Neural Weight Search for Scalable Task Incremental Learning WACV 2023 NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions ICCV 2023 Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation CVPR 2023 Neuro-Symbolic Class Expression Learning IJCAI 2023 NeuroX Library for Neuron Analysis of Deep NLP Models ACL 2023 NeuWigs: A Neural Dynamic Model for Volumetric Hair Capture and Animation CVPR 2023 Noam Chomsky at SemEval-2023 Task 4: Hierarchical Similarity-aware Model for Human Value Detection SemEval 2023 NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning AISTATS 2023 Noether Embedding: Efficient Learning of Temporal Regularities NeurIPS 2023 Noise-Robust De-Duplication at Scale ICLR 2023