contrastive learning

Progressive Unsupervised Learning for Visual Object Tracking CVPR 2021 Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning CVPR 2021 Prototypical Contrastive Learning of Unsupervised Representations ICLR 2021 Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss NeurIPS 2021 Provable Representation Learning for Imitation with Contrastive Fourier Features NeurIPS 2021 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 RandomRooms: Unsupervised Pre-Training From Synthetic Shapes and Randomized Layouts for 3D Object Detection ICCV 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 Self-Supervised Correspondence Learning: A Video Frame-Level Similarity Perspective ICCV 2021 Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations NeurIPS 2021 Robot Manipulation Learning Using Generative Adversarial Imitation Learning IJCAI 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 S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration CVPR 2021 Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup ACL 2021