Self-Supervised Learning

You Never Cluster Alone NeurIPS 2021 YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification Objective SemEval 2021 Y-Vector: Multiscale Waveform Encoder for Speaker Embedding Interspeech 2021 Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection EMNLP 2021 3D Packing for Self-Supervised Monocular Depth Estimation CVPR 2020 3D Self-Supervised Methods for Medical Imaging NeurIPS 2020 4D Visualization of Dynamic Events From Unconstrained Multi-View Videos CVPR 2020 A Biologically Plausible Neural Network for Slow Feature Analysis NeurIPS 2020 A Compare Aggregate Transformer for Understanding Document-grounded Dialogue EMNLP 2020 Acquiring language from speech by learning to remember and predict CoNLL 2020 A critical analysis of self-supervision, or what we can learn from a single image ICLR 2020 ActBERT: Learning Global-Local Video-Text Representations CVPR 2020 Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation CVPR 2020 Active Speakers in Context CVPR 2020 Active World Model Learning with Progress Curiosity ICML 2020 Adaptive Cross-Modal Embeddings for Image-Text Alignment AAAI 2020 A Deep Generative Model for Fragment-Based Molecule Generation AISTATS 2020 A Deep Metric Learning Method for Biomedical Passage Retrieval COLING 2020 A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation IJCAI 2020 A Discrete Variational Recurrent Topic Model without the Reparametrization Trick NeurIPS 2020 A DNN-HMM-DNN Hybrid Model for Discovering Word-Like Units from Spoken Captions and Image Regions Interspeech 2020 Adversarial Discriminative Attention for Robust Anomaly Detection WACV 2020 Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning CVPR 2020 Adversarial Self-Supervised Contrastive Learning NeurIPS 2020 Adversarial Self-Supervised Data-Free Distillation for Text Classification EMNLP 2020