Self-Supervised Learning

SummIt: Iterative Text Summarization via ChatGPT EMNLP 2023 SVFormer: Semi-Supervised Video Transformer for Action Recognition CVPR 2023 Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning ICML 2023 Syntactic Substitutability as Unsupervised Dependency Syntax EMNLP 2023 Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce EMNLP 2023 Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023 Synthetic Pre-Training Tasks for Neural Machine Translation ACL 2023 SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision CVPR 2023 Tangentially Elongated Gaussian Belief Propagation for Event-Based Incremental Optical Flow Estimation CVPR 2023 Task-Aware Self-Supervised Framework for Dialogue Discourse Parsing EMNLP 2023 Teacher-Generated Spatial-Attention Labels Boost Robustness and Accuracy of Contrastive Models CVPR 2023 Teaching Matters: Investigating the Role of Supervision in Vision Transformers CVPR 2023 Tell Me What Happened: Unifying Text-Guided Video Completion via Multimodal Masked Video Generation CVPR 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 TeST: Test-Time Self-Training Under Distribution Shift WACV 2023 Test Time Adaptation With Regularized Loss for Weakly Supervised Salient Object Detection CVPR 2023 Test-time Adaptation with Slot-Centric Models ICML 2023 Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023 TexPose: Neural Texture Learning for Self-Supervised 6D Object Pose Estimation CVPR 2023 Text Augmentation Using Dataset Reconstruction for Low-Resource Classification ACL 2023 TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations ACL 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 Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter NeurIPS 2023