Self-Supervised Learning

Procedural Image Programs for Representation Learning NeurIPS 2022 Promoting Single-Modal Optical Flow Network for Diverse Cross-Modal Flow Estimation AAAI 2022 Prompt-based Re-ranking Language Model for ASR Interspeech 2022 Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction ACL 2022 Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models EMNLP 2022 Pronunciation Dictionary-Free Multilingual Speech Synthesis by Combining Unsupervised and Supervised Phonetic Representations Interspeech 2022 Prototype memory and attention mechanisms for few shot image generation ICLR 2022 Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance ICML 2022 Proximity Enhanced Graph Neural Networks with Channel Contrast IJCAI 2022 Proxy Learning of Visual Concepts of Fine Art Paintings from Styles through Language Models AAAI 2022 Pseudo Label Is Better Than Human Label Interspeech 2022 PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling COLING 2022 PUMP: Pyramidal and Uniqueness Matching Priors for Unsupervised Learning of Local Descriptors CVPR 2022 PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation AAAI 2022 Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images ICML 2022 Pushing the limits of raw waveform speaker recognition Interspeech 2022 QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation EMNLP 2022 Quality Controlled Paraphrase Generation ACL 2022 QuoteR: A Benchmark of Quote Recommendation for Writing ACL 2022 R3M: A Universal Visual Representation for Robot Manipulation CoRL 2022 RADU: Ray-Aligned Depth Update Convolutions for ToF Data Denoising CVPR 2022 Raising the Bar in Graph-level Anomaly Detection IJCAI 2022 RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection NeurIPS 2022 Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts EMNLP 2022 Real-World Robot Learning with Masked Visual Pre-training CoRL 2022