Self-Supervised Learning

Image Disentanglement Autoencoder for Steganography Without Embedding CVPR 2022 Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data CVPR 2022 Imitating Past Successes can be Very Suboptimal NeurIPS 2022 Impairment Representation Learning for Speech Quality Assessment Interspeech 2022 Imposing Consistency for Optical Flow Estimation CVPR 2022 Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing Interspeech 2022 Improved Modulation-Domain Loss for Neural-Network-based Speech Enhancement Interspeech 2022 Improve Interpretability of Neural Networks via Sparse Contrastive Coding EMNLP 2022 Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-Supervised Learning AAAI 2022 Improving Attribution Methods by Learning Submodular Functions AISTATS 2022 Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation ACL 2022 Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022 Improving Compositional Generalization with Self-Training for Data-to-Text Generation ACL 2022 Improving Deep Embedded Clustering via Learning Cluster-level Representations COLING 2022 Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation Interspeech 2022 Improving Faithfulness by Augmenting Negative Summaries from Fake Documents EMNLP 2022 Improving Fractal Pre-Training WACV 2022 Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022 Improving Language Identification of Accented Speech Interspeech 2022 Improving Low-resource RRG Parsing with Cross-lingual Self-training COLING 2022 Improving Mispronunciation Detection with Wav2vec2-based Momentum Pseudo-Labeling for Accentedness and Intelligibility Assessment Interspeech 2022 Improving Model Generalization by Agreement of Learned Representations From Data Augmentation WACV 2022 Improving Out-of-Distribution Robustness via Selective Augmentation ICML 2022 Improving Policy Learning via Language Dynamics Distillation NeurIPS 2022 Improving Self-Supervised Learning by Characterizing Idealized Representations NeurIPS 2022