Self-Supervised Learning

A Simple Data Mixing Prior for Improving Self-Supervised Learning CVPR 2022 A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation CVPR 2022 ASR Error Detection via Audio-Transcript entailment Interspeech 2022 Associating Objects and Their Effects in Video through Coordination Games NeurIPS 2022 Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model EMNLP 2022 A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems Interspeech 2022 A Study on the Distribution of Social Biases in Self-Supervised Learning Visual Models CVPR 2022 A Style-Aware Discriminator for Controllable Image Translation CVPR 2022 A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement Interspeech 2022 A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce AAAI 2022 ATD: Augmenting CP Tensor Decomposition by Self Supervision NeurIPS 2022 A Temporal-Difference Approach to Policy Gradient Estimation ICML 2022 ATST: Audio Representation Learning with Teacher-Student Transformer Interspeech 2022 Attention-Aligned Transformer for Image Captioning AAAI 2022 Attention-based Neural Cellular Automata NeurIPS 2022 Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-Shot Learning CVPR 2022 Augmentation-Free Self-Supervised Learning on Graphs AAAI 2022 Augmentation of Chinese Character Representations with Compositional Graph Learning (Student Abstract) AAAI 2022 Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative NeurIPS 2022 Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection Interspeech 2022 AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022 AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints NeurIPS 2022 Automated Self-Supervised Learning for Graphs ICLR 2022 Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning Interspeech 2022 Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning Interspeech 2022