representation learning

Causality Inspired Representation Learning for Domain Generalization CVPR 2022 CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning IJCAI 2022 CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data NAACL 2022 CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022 Channel Importance Matters in Few-Shot Image Classification ICML 2022 Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap ICLR 2022 Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022 Cheat Codes to Quantify Missing Source Information in Neural Machine Translation NAACL 2022 Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation CVPR 2022 CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection NAACL 2022 Cloth-Changing Person Re-Identification From a Single Image With Gait Prediction and Regularization CVPR 2022 COAT: Measuring Object Compositionality in Emergent Representations ICML 2022 CoBERL: Contrastive BERT for Reinforcement Learning ICLR 2022 CoCoID: Learning Contrastive Representations and Compact Clusters for Semi-Supervised Intent Discovery EMNLP 2022 CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing AAAI 2022 CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training NAACL 2022 Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding ACL 2022 Combining Diverse Feature Priors ICML 2022 ComGAN: Unsupervised Disentanglement and Segmentation via Image Composition NeurIPS 2022 Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies MIDL 2022 Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations AAAI 2022 Compositional generalization through abstract representations in human and artificial neural networks NeurIPS 2022 Compound Domain Generalization via Meta-Knowledge Encoding CVPR 2022 Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022 Comprehensive Regularization in a Bi-directional Predictive Network for Video Anomaly Detection AAAI 2022