Representation Learning

Spherical Channels for Modeling Atomic Interactions NeurIPS 2022 SphericGAN: Semi-Supervised Hyper-Spherical Generative Adversarial Networks for Fine-Grained Image Synthesis CVPR 2022 Spherization Layer: Representation Using Only Angles NeurIPS 2022 Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning AAAI 2022 Splicing ViT Features for Semantic Appearance Transfer CVPR 2022 Split Hierarchical Variational Compression CVPR 2022 SPOCK @ Causal News Corpus 2022: Cause-Effect-Signal Span Detection Using Span-Based and Sequence Tagging Models EMNLP 2022 Spoken-Text-Style Transfer with Conditional Variational Autoencoder and Content Word Storage Interspeech 2022 SQU-CS @ NADI 2022: Dialectal Arabic Identification using One-vs-One Classification with TF-IDF Weights Computed on Character n-grams EMNLP 2022 SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning EMNLP 2022 SSEGCN: Syntactic and Semantic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis NAACL 2022 Stability of Syntactic Dialect Classification over Space and Time COLING 2022 Stability Regularization for Discrete Representation Learning ICLR 2022 Stage-wise Stylistic Headline Generation: Style Generation and Summarized Content Insertion IJCAI 2022 State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach Interspeech 2022 State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks ICML 2022 StATIK: Structure and Text for Inductive Knowledge Graph Completion NAACL 2022 Statistical Optimality and Computational Efficiency of Nystrom Kernel PCA JMLR 2022 Stein Latent Optimization for Generative Adversarial Networks ICLR 2022 STNDT: Modeling Neural Population Activity with Spatiotemporal Transformers NeurIPS 2022 Stochastic DCA with Variance Reduction and Applications in Machine Learning JMLR 2022 Stochastic Window Transformer for Image Restoration NeurIPS 2022 Streamable Speech Representation Disentanglement and Multi-Level Prosody Modeling for Live One-Shot Voice Conversion Interspeech 2022 Streaming Inference for Infinite Feature Models ICML 2022 STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction CVPR 2022