Self-Supervised Learning

The hidden uniform cluster prior in self-supervised learning ICLR 2023 The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning ICML 2023 The Unreasonable Effectiveness of Few-shot Learning for Machine Translation ICML 2023 Three Guidelines You Should Know for Universally Slimmable Self-Supervised Learning CVPR 2023 Tied-Augment: Controlling Representation Similarity Improves Data Augmentation ICML 2023 Time Series Contrastive Learning with Information-Aware Augmentations AAAI 2023 Time to augment self-supervised visual representation learning ICLR 2023 Token Boosting for Robust Self-Supervised Visual Transformer Pre-Training CVPR 2023 ToThePoint: Efficient Contrastive Learning of 3D Point Clouds via Recycling CVPR 2023 Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training AAAI 2023 Training Transitive and Commutative Multimodal Transformers with LoReTTa NeurIPS 2023 TruFor: Leveraging All-Round Clues for Trustworthy Image Forgery Detection and Localization CVPR 2023 Two-in-One Depth: Bridging the Gap Between Monocular and Binocular Self-Supervised Depth Estimation ICCV 2023 UMD: Unsupervised Model Detection for X2X Backdoor Attacks ICML 2023 UMSE: Unified Multi-scenario Summarization Evaluation ACL 2023 Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling AAAI 2023 Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction ACL 2023 Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models ACL 2023 Understanding Representation Learnability of Nonlinear Self-Supervised Learning AAAI 2023 Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation CVPR 2023 UnitSpeech: Speaker-adaptive Speech Synthesis with Untranscribed Data Interspeech 2023 Unleashing the Power of Language Models in Text-Attributed Graph EMNLP 2023 Unsupervised Deep Video Denoising with Untrained Network AAAI 2023 Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images ICCV 2023 Unsupervised Object Localization: Observing the Background To Discover Objects CVPR 2023