representation learning

SpeqNets: Sparsity-aware permutation-equivariant graph networks ICML 2022 Spherization Layer: Representation Using Only Angles NeurIPS 2022 SSL-Lanes: Self-Supervised Learning for Motion Forecasting in Autonomous Driving CoRL 2022 STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation ACL 2022 Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning ICML 2022 Strategic Representation ICML 2022 Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification EMNLP 2022 Structural information in mathematical formulas for exercise difficulty prediction: a comparison of NLP representations NAACL 2022 Structural Landmarking and Interaction Modelling: A “SLIM” Network for Graph Classification AAAI 2022 Structured Multi-task Learning for Molecular Property Prediction AISTATS 2022 Structuring Representations Using Group Invariants NeurIPS 2022 Strumming to the Beat: Audio-Conditioned Contrastive Video Textures WACV 2022 Style Neophile: Constantly Seeking Novel Styles for Domain Generalization CVPR 2022 Subsidiary Prototype Alignment for Universal Domain Adaptation NeurIPS 2022 Subword-Delimited Downsampling for Better Character-Level Translation EMNLP 2022 SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities ACL 2022 Surreal-GAN:Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns ICLR 2022 Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm ICML 2022 Syntactically Rich Discriminative Training: An Effective Method for Open Information Extraction EMNLP 2022 Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems EMNLP 2022 Synthetic Model Combination: An Instance-wise Approach to Unsupervised Ensemble Learning NeurIPS 2022 System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning EMNLP 2022 Tackling Fake News Detection by Continually Improving Social Context Representations using Graph Neural Networks ACL 2022 TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning NAACL 2022 Tailoring Visual Object Representations to Human Requirements: A Case Study with a Recycling Robot CoRL 2022