Self-Supervised Learning

Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization CVPR 2020 Compositionality and Generalization In Emergent Languages ACL 2020 Compressive sensing with un-trained neural networks: Gradient descent finds a smooth approximation ICML 2020 CompRess: Self-Supervised Learning by Compressing Representations NeurIPS 2020 Contextual Modulation for Relation-Level Metaphor Identification EMNLP 2020 Contrastive Learning with Adversarial Examples NeurIPS 2020 Contrastive Self-Supervised Learning for Commonsense Reasoning ACL 2020 COSMIC: COmmonSense knowledge for eMotion Identification in Conversations EMNLP 2020 Counterfactual Samples Synthesizing for Robust Visual Question Answering CVPR 2020 Counting Out Time: Class Agnostic Video Repetition Counting in the Wild CVPR 2020 Coupled-View Deep Classifier Learning from Multiple Noisy Annotators AAAI 2020 Cross-Spectral Face Hallucination via Disentangling Independent Factors CVPR 2020 Cross-Thought for Sentence Encoder Pre-training EMNLP 2020 CSI: A Coarse Sense Inventory for 85% Word Sense Disambiguation AAAI 2020 CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances NeurIPS 2020 CURL: Contrastive Unsupervised Representations for Reinforcement Learning ICML 2020 D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features CVPR 2020 D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry CVPR 2020 Deep Active Learning for Sequence Labeling Based on Diversity and Uncertainty in Gradient AACL 2020 DeepCap: Monocular Human Performance Capture Using Weak Supervision CVPR 2020 Deformable Siamese Attention Networks for Visual Object Tracking CVPR 2020 Density-Based Clustering for 3D Object Detection in Point Clouds CVPR 2020 Discourse Self-Attention for Discourse Element Identification in Argumentative Student Essays EMNLP 2020 Diverse Image Generation via Self-Conditioned GANs CVPR 2020 Diversified Arbitrary Style Transfer via Deep Feature Perturbation CVPR 2020