Representation Learning

Semi-Supervised Learning of Semantic Correspondence With Pseudo-Labels CVPR 2022 Sentence Representation Learning with Generative Objective rather than Contrastive Objective EMNLP 2022 SepLL: Separating Latent Class Labels from Weak Supervision Noise EMNLP 2022 SepTr: Separable Transformer for Audio Spectrogram Processing Interspeech 2022 Sequence-to-sequence AMR Parsing with Ancestor Information ACL 2022 Sequence-to-Set Generative Models NeurIPS 2022 Sequentially Controlled Text Generation EMNLP 2022 Sequential Topic Selection Model with Latent Variable for Topic-Grounded Dialogue EMNLP 2022 Set Based Stochastic Subsampling ICML 2022 SetGNER: General Named Entity Recognition as Entity Set Generation EMNLP 2022 Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction IJCAI 2022 Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets ICML 2022 SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022 SHINE: SubHypergraph Inductive Neural nEtwork NeurIPS 2022 Short-Term Plasticity Neurons Learning to Learn and Forget ICML 2022 Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data ACL 2022 Signal in Noise: Exploring Meaning Encoded in Random Character Sequences with Character-Aware Language Models ACL 2022 Signal Recovery with Non-Expansive Generative Network Priors NeurIPS 2022 Sign Language Translation With Hierarchical Spatio-Temporal Graph Neural Network WACV 2022 Similarity-Based Content Scoring - How to Make S-BERT Keep Up With BERT NAACL 2022 SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations AAAI 2022 SimMatch: Semi-Supervised Learning With Similarity Matching CVPR 2022 Simple and Effective Graph-to-Graph Annotation Conversion COLING 2022 Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning IJCAI 2022 Simple GNN Regularisation for 3D Molecular Property Prediction and Beyond ICLR 2022