Self-Supervised Learning

XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words EMNLP 2023 You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement CVPR 2023 Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding ICLR 2023 ZARA: Improving Few-Shot Self-Rationalization for Small Language Models EMNLP 2023 Zero-Shot Automatic Pronunciation Assessment Interspeech 2023 Zero-Shot Noise2Noise: Efficient Image Denoising Without Any Data CVPR 2023 Zero-Shot Text Classification via Self-Supervised Tuning ACL 2023 α-ReQ : Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay NeurIPS 2022 360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning NeurIPS 2022 3D Infomax improves GNNs for Molecular Property Prediction ICML 2022 3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces CVPR 2022 Abstraction not Memory: BERT and the English Article System NAACL 2022 A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes CVPR 2022 A Computational Acquisition Model for Multimodal Word Categorization NAACL 2022 Active Labeling: Streaming Stochastic Gradients NeurIPS 2022 Active Learning Through a Covering Lens NeurIPS 2022 Addressing Leakage in Self-Supervised Contextualized Code Retrieval COLING 2022 Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets NeurIPS 2022 Advancing High-Resolution Video-Language Representation With Large-Scale Video Transcriptions CVPR 2022 Adversarial Masking for Self-Supervised Learning ICML 2022 A Framework for Learning Ante-Hoc Explainable Models via Concepts CVPR 2022 A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-Shot Representation Forecasting CVPR 2022 A Joint Learning Framework for Restaurant Survival Prediction and Explanation EMNLP 2022 Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning With Pairwise Alignment CVPR 2022 Align Representations With Base: A New Approach to Self-Supervised Learning CVPR 2022