Contrastive Learning

Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning ICML 2022 RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining ACL 2022 RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning IJCAI 2022 RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning NeurIPS 2022 S3GC: Scalable Self-Supervised Graph Clustering NeurIPS 2022 SAIL: Self-Augmented Graph Contrastive Learning AAAI 2022 SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning COLING 2022 SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition Interspeech 2022 Scarf: Self-Supervised Contrastive Learning using Random Feature Corruption ICLR 2022 SCD: Self-Contrastive Decorrelation of Sentence Embeddings ACL 2022 SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER COLING 2022 SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NeurIPS 2022 SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization CVPR 2022 Searching for Fine-Grained Queries in Radiology Reports Using Similarity-Preserving Contrastive Embedding MLHC 2022 Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question Answering NAACL 2022 Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems ACL 2022 SelecMix: Debiased Learning by Contradicting-pair Sampling NeurIPS 2022 Selective-Supervised Contrastive Learning With Noisy Labels CVPR 2022 SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation COLING 2022 Self-Guided Hard Negative Generation for Unsupervised Person Re-Identification IJCAI 2022 Self-supervised Context-aware Style Representation for Expressive Speech Synthesis Interspeech 2022 Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks NAACL 2022 Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency NeurIPS 2022 Self-Supervised Image Representation Learning With Geometric Set Consistency CVPR 2022 Self-supervised Learning is More Robust to Dataset Imbalance ICLR 2022