self-supervised learning

Task-customized Masked Autoencoder via Mixture of Cluster-conditional Experts ICLR 2023 Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification CVPR 2023 Teaching Matters: Investigating the Role of Supervision in Vision Transformers CVPR 2023 TeD-SPAD: Temporal Distinctiveness for Self-Supervised Privacy-Preservation for Video Anomaly Detection ICCV 2023 Temperature Schedules for self-supervised contrastive methods on long-tail data ICLR 2023 Temporal Coherent Test Time Optimization for Robust Video Classification ICLR 2023 Temporal Consistent 3D LiDAR Representation Learning for Semantic Perception in Autonomous Driving CVPR 2023 Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning ICLR 2023 Test-time Adaptation with Slot-Centric Models ICML 2023 TexPose: Neural Texture Learning for Self-Supervised 6D Object Pose Estimation CVPR 2023 Text-DIAE: A Self-Supervised Degradation Invariant Autoencoder for Text Recognition and Document Enhancement AAAI 2023 Texture Learning Domain Randomization for Domain Generalized Segmentation ICCV 2023 That Sounds Right: Auditory Self-Supervision for Dynamic Robot Manipulation CoRL 2023 The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training AAAI 2023 The Edge of Orthogonality: A Simple View of What Makes BYOL Tick ICML 2023 The Effectiveness of MAE Pre-Pretraining for Billion-Scale Pretraining ICCV 2023 The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter NeurIPS 2023 The hidden uniform cluster prior in self-supervised learning ICLR 2023 The MALACH Corpus: Results with End-to-End Architectures and Pretraining Interspeech 2023 The Power of Contrast for Feature Learning: A Theoretical Analysis JMLR 2023 The Provable Benefit of Unsupervised Data Sharing for Offline Reinforcement Learning ICLR 2023 The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning ICML 2023 The SSL Interplay: Augmentations, Inductive Bias, and Generalization ICML 2023 The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation NeurIPS 2023 The Unreasonable Effectiveness of Few-shot Learning for Machine Translation ICML 2023