self-supervised learning

Probing speech emotion recognition transformers for linguistic knowledge Interspeech 2022 Procedural Image Programs for Representation Learning NeurIPS 2022 Promoting Single-Modal Optical Flow Network for Diverse Cross-Modal Flow Estimation AAAI 2022 Proof Artifact Co-Training for Theorem Proving with Language Models ICLR 2022 Prototypical Contrastive Predictive Coding 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 Pseudo Label Is Better Than Human Label Interspeech 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 Pushing the limits of raw waveform speaker recognition Interspeech 2022 QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation EMNLP 2022 QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation CVPR 2022 RADU: Ray-Aligned Depth Update Convolutions for ToF Data Denoising CVPR 2022 Raising the Bar in Graph-level Anomaly Detection IJCAI 2022 Recent Advances in Pre-trained Language Models: Why Do They Work and How Do They Work AACL 2022 Reducing Domain mismatch in Self-supervised speech pre-training Interspeech 2022 Reinforcement Learning with Action-Free Pre-Training from Videos ICML 2022 RényiCL: Contrastive Representation Learning with Skew Rényi Divergence NeurIPS 2022 Replacing Labeled Real-Image Datasets With Auto-Generated Contours CVPR 2022 RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training IJCAI 2022 Representation Learning for Conversational Data using Discourse Mutual Information Maximization NAACL 2022 Representation Learning for Object Detection from Unlabeled Point Cloud Sequences CoRL 2022 Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination NeurIPS 2022 Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ACL 2022