Self-Supervised Learning

On the Design of Deep Priors for Unsupervised Audio Restoration Interspeech 2021 On the Importance of Gradients for Detecting Distributional Shifts in the Wild NeurIPS 2021 On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies NAACL 2021 On the Role of Corpus Ordering in Language Modeling EMNLP 2021 OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification ACL 2021 Open-domain clarification question generation without question examples EMNLP 2021 Open-Set Audio Classification with Limited Training Resources Based on Augmentation Enhanced Variational Auto-Encoder GAN with Detection-Classification Joint Training Interspeech 2021 Open-set Label Noise Can Improve Robustness Against Inherent Label Noise NeurIPS 2021 Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training ACL 2021 Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks IJCAI 2021 PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation CVPR 2021 Parallel and Flexible Sampling from Autoregressive Models via Langevin Dynamics ICML 2021 Paraphrasing Compound Nominalizations EMNLP 2021 Pareto Self-Supervised Training for Few-Shot Learning CVPR 2021 PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition NeurIPS 2021 Partial Person Re-Identification With Part-Part Correspondence Learning CVPR 2021 Partial success in closing the gap between human and machine vision NeurIPS 2021 PatchGame: Learning to Signal Mid-level Patches in Referential Games NeurIPS 2021 Pathdreamer: A World Model for Indoor Navigation ICCV 2021 Path Planning using Neural A* Search ICML 2021 Pattern-enhanced Contrastive Policy Learning Network for Sequential Recommendation IJCAI 2021 PENS: A Dataset and Generic Framework for Personalized News Headline Generation ACL 2021 Period Classification in Chinese Historical Texts EMNLP 2021 Personalized Outfit Recommendation With Learnable Anchors CVPR 2021 Personalized PercepNet: Real-Time, Low-Complexity Target Voice Separation and Enhancement Interspeech 2021