Self-Supervised Learning

Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification Interspeech 2021 Peru is Multilingual, Its Machine Translation Should Be Too? NAACL 2021 PHASE: Learning Emotional Phase-aware Representations for Suicide Ideation Detection on Social Media EACL 2021 Phoneme-Aware and Channel-Wise Attentive Learning for Text Dependent Speaker Verification Interspeech 2021 PhonemeBERT: Joint Language Modelling of Phoneme Sequence and ASR Transcript Interspeech 2021 Phonetically Motivated Self-Supervised Speech Representation Learning Interspeech 2021 Photon-Starved Scene Inference Using Single Photon Cameras ICCV 2021 Physics-Based Human Motion Estimation and Synthesis From Videos ICCV 2021 Physics-informed Spline Learning for Nonlinear Dynamics Discovery IJCAI 2021 Physics-penalised Regularisation for Learning Dynamics Models with Contact L4DC 2021 PiRank: Scalable Learning To Rank via Differentiable Sorting NeurIPS 2021 PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation With Neural Positional Encoding and Distilled Matting Loss CVPR 2021 PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling EMNLP 2021 Play to Grade: Testing Coding Games as Classifying Markov Decision Process NeurIPS 2021 PlayVirtual: Augmenting Cycle-Consistent Virtual Trajectories for Reinforcement Learning NeurIPS 2021 PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction ACL 2021 PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context ACL 2021 PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair NeurIPS 2021 PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS Interspeech 2021 Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models ACL 2021 Positional Encoding As Spatial Inductive Bias in GANs CVPR 2021 Predicting non-native speech perception using the Perceptual Assimilation Model and state-of-the-art acoustic models CoNLL 2021 Predicting What You Already Know Helps: Provable Self-Supervised Learning NeurIPS 2021 PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation AAAI 2021 Preservational Learning Improves Self-Supervised Medical Image Models by Reconstructing Diverse Contexts ICCV 2021