Self-Supervised Learning

Unsupervised Meta-learning via Few-shot Pseudo-supervised Contrastive Learning ICLR 2023 Unsupervised Object Localization: Observing the Background To Discover Objects CVPR 2023 Unsupervised Object Localization with Representer Point Selection ICCV 2023 Unsupervised Open-Vocabulary Object Localization in Videos ICCV 2023 Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations ICLR 2023 Unsupervised Skill Discovery for Learning Shared Structures across Changing Environments ICML 2023 Unsupervised Sounding Pixel Learning EMNLP 2023 Unsupervised Video Object Segmentation via Prototype Memory Network WACV 2023 UoR-NCL at SemEval-2023 Task 1: Learning Word-Sense and Image Embeddings for Word Sense Disambiguation SemEval 2023 UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models NeurIPS 2023 Use perturbations when learning from explanations NeurIPS 2023 Using In-Context Learning to Improve Dialogue Safety EMNLP 2023 Using Semi-supervised Learning for Monaural Time-domain Speech Separation with a Self-supervised Learning-based SI-SNR Estimator Interspeech 2023 Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning AAAI 2023 Variational Monte Carlo on a Budget — Fine-tuning pre-trained Neural Wavefunctions NeurIPS 2023 Vid2Avatar: 3D Avatar Reconstruction From Videos in the Wild via Self-Supervised Scene Decomposition CVPR 2023 Video Anomaly Detection via Sequentially Learning Multiple Pretext Tasks ICCV 2023 Video Dynamics Prior: An Internal Learning Approach for Robust Video Enhancements NeurIPS 2023 VideoMAE V2: Scaling Video Masked Autoencoders With Dual Masking CVPR 2023 Video Test-Time Adaptation for Action Recognition CVPR 2023 Video-Text Pre-training with Learned Regions for Retrieval AAAI 2023 ViewCLR: Learning Self-Supervised Video Representation for Unseen Viewpoints WACV 2023 ViLTA: Enhancing Vision-Language Pre-training through Textual Augmentation ICCV 2023 VIPHY: Probing “Visible” Physical Commonsense Knowledge EMNLP 2023 Vision-Language Modelling For Radiological Imaging and Reports In The Low Data Regime MIDL 2023