Self-Supervised Learning

Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing WACV 2023 Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain Keywords ACL 2023 Don’t Add, don’t Miss: Effective Content Preserving Generation from Pre-Selected Text Spans EMNLP 2023 Don’t Be So Sure! Boosting ASR Decoding via Confidence Relaxation AAAI 2023 Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner NeurIPS 2023 Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters Interspeech 2023 Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning NeurIPS 2023 Do Stochastic Parrots have Feelings Too? Improving Neural Detection of Synthetic Text via Emotion Recognition EMNLP 2023 Downstream-agnostic Adversarial Examples ICCV 2023 Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss Interspeech 2023 DR2: Diffusion-Based Robust Degradation Remover for Blind Face Restoration CVPR 2023 DrapeNet: Garment Generation and Self-Supervised Draping CVPR 2023 DreamTeacher: Pretraining Image Backbones with Deep Generative Models ICCV 2023 Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions AAAI 2023 DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction EACL 2023 Drop Clause: Enhancing Performance, Robustness and Pattern Recognition Capabilities of the Tsetlin Machine AAAI 2023 DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions NeurIPS 2023 DSFormer: A Dual-Domain Self-Supervised Transformer for Accelerated Multi-Contrast MRI Reconstruction WACV 2023 DSPM-NLG: A Dual Supervised Pre-trained Model for Few-shot Natural Language Generation in Task-oriented Dialogue System ACL 2023 Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition Interspeech 2023 Dual Meta-Learning with Longitudinally Consistent Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan ICCV 2023 DualRefine: Self-Supervised Depth and Pose Estimation Through Iterative Epipolar Sampling and Refinement Toward Equilibrium CVPR 2023 DUET: 2D Structured and Approximately Equivariant Representations ICML 2023 DuETT: Dual Event Time Transformer for Electronic Health Records MLHC 2023 DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation ACL 2023