Contrastive Learning

PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning AAAI 2021 PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning AAAI 2021 Quasi-Dense Similarity Learning for Multiple Object Tracking CVPR 2021 Reconsidering Representation Alignment for Multi-View Clustering CVPR 2021 Region-Aware Contrastive Learning for Semantic Segmentation ICCV 2021 Relating by Contrasting: A Data-efficient Framework for Multimodal Generative Models ICLR 2021 Representation Learning via Global Temporal Alignment and Cycle-Consistency CVPR 2021 Representation Learning via Invariant Causal Mechanisms ICLR 2021 ReSSL: Relational Self-Supervised Learning with Weak Augmentation NeurIPS 2021 RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning IJCAI 2021 Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning. ICCV 2021 Rethinking Denoised Auto-Encoding in Language Pre-Training EMNLP 2021 Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations NeurIPS 2021 Robust Audio-Visual Instance Discrimination CVPR 2021 Robust Contrastive Learning Using Negative Samples with Diminished Semantics NeurIPS 2021 Robust Representation Learning via Perceptual Similarity Metrics ICML 2021 Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup ACL 2021 Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision ICML 2021 Scene Graph Embeddings Using Relative Similarity Supervision AAAI 2021 SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning AAAI 2021 Self-Damaging Contrastive Learning ICML 2021 Self-Guided Contrastive Learning for BERT Sentence Representations ACL 2021 Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels NeurIPS 2021 SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021 Self-Supervised 3D Hand Pose Estimation From Monocular RGB via Contrastive Learning ICCV 2021