Representation Learning

Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions NeurIPS 2022 Neural String Edit Distance ACL 2022 Neural Template: Topology-Aware Reconstruction and Disentangled Generation of 3D Meshes CVPR 2022 Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs NeurIPS 2022 Neural Topological Ordering for Computation Graphs NeurIPS 2022 Neural Vocoder is All You Need for Speech Super-resolution Interspeech 2022 NeurMiPs: Neural Mixture of Planar Experts for View Synthesis CVPR 2022 NeuroBE: Escalating neural network approximations of Bucket Elimination UAI 2022 NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation NeurIPS 2022 Neuron Dependency Graphs: A Causal Abstraction of Neural Networks ICML 2022 NeuroSchedule: A Novel Effective GNN-based Scheduling Method for High-level Synthesis NeurIPS 2022 Neuro-Symbolic Hierarchical Rule Induction ICML 2022 Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks AAAI 2022 New Intent Discovery with Pre-training and Contrastive Learning ACL 2022 New or Old? Exploring How Pre-Trained Language Models Represent Discourse Entities COLING 2022 Next Point-of-Interest Recommendation with Inferring Multi-step Future Preferences IJCAI 2022 NFormer: Robust Person Re-Identification With Neighbor Transformer CVPR 2022 Node Feature Kernels Increase Graph Convolutional Network Robustness AISTATS 2022 NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights AAAI 2022 Noisy L0-sparse subspace clustering on dimensionality reduced data UAI 2022 NOMAD: Nonlinear Manifold Decoders for Operator Learning NeurIPS 2022 Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems JMLR 2022 Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM Interspeech 2022 Non-Autoregressive Models for Fast Sequence Generation EMNLP 2022 Non-contrastive self-supervised learning of utterance-level speech representations Interspeech 2022