Self-Supervised Learning

Weakly Supervised Video Salient Object Detection CVPR 2021 What if We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels CVPR 2021 What Should Not Be Contrastive in Contrastive Learning ICLR 2021 When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021 Whitening for Self-Supervised Representation Learning ICML 2021 Y-Vector: Multiscale Waveform Encoder for Speaker Embedding Interspeech 2021 Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection EMNLP 2021 Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation EACL 2021 Z-Score Normalization, Hubness, and Few-Shot Learning ICCV 2021 3D Packing for Self-Supervised Monocular Depth Estimation CVPR 2020 4D Visualization of Dynamic Events From Unconstrained Multi-View Videos CVPR 2020 A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle ACL 2020 ActBERT: Learning Global-Local Video-Text Representations CVPR 2020 ActionBytes: Learning From Trimmed Videos to Localize Actions CVPR 2020 Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation CVPR 2020 AdaCoSeg: Adaptive Shape Co-Segmentation With Group Consistency Loss CVPR 2020 A Deep Learning System for Sentiment Analysis of Service Calls ACL 2020 Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2 EMNLP 2020 Advancing High Fidelity Identity Swapping for Forgery Detection CVPR 2020 Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning CVPR 2020 Affective Event Classification with Discourse-enhanced Self-training EMNLP 2020 A Mutual Information Maximization Perspective of Language Representation Learning ICLR 2020 Analogous Process Structure Induction for Sub-event Sequence Prediction EMNLP 2020 Analysing Lexical Semantic Change with Contextualised Word Representations ACL 2020 An Iterative Knowledge Transfer NMT System for WMT20 News Translation Task EMNLP 2020