Self-Supervised Learning

Decoupled Self-supervised Learning for Graphs NeurIPS 2022 Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning NeurIPS 2022 Deep Confidence Guided Distance for 3D Partial Shape Registration AAAI 2022 Deep Generalized Schrödinger Bridge NeurIPS 2022 Deep Graph Clustering via Dual Correlation Reduction AAAI 2022 Deep Hierarchical Planning from Pixels NeurIPS 2022 Deep Learning-Based Morphological Segmentation for Indigenous Languages: A Study Case on Innu-Aimun NAACL 2022 Deep Projective Rotation Estimation through Relative Supervision CoRL 2022 DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions AAAI 2022 Deep Self-Supervised Learning of Speech Denoising from Noisy Speeches Interspeech 2022 Deep speaker embedding with frame-constrained training strategy for speaker verification Interspeech 2022 Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision AAAI 2022 Deformable CNN and Imbalance-Aware Feature Learning for Singing Technique Classification Interspeech 2022 Delving Deep Into the Generalization of Vision Transformers Under Distribution Shifts CVPR 2022 Delving into Out-of-Distribution Detection with Vision-Language Representations NeurIPS 2022 Delving into the Local: Dynamic Inconsistency Learning for DeepFake Video Detection AAAI 2022 Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection CVPR 2022 Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation AAAI 2022 Denoising Large-Scale Image Captioning from Alt-text Data Using Content Selection Models COLING 2022 Deploying a Retrieval based Response Model for Task Oriented Dialogues EMNLP 2022 Depth-Aware Generative Adversarial Network for Talking Head Video Generation CVPR 2022 Depth-Supervised NeRF: Fewer Views and Faster Training for Free CVPR 2022 Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion Interspeech 2022 Detecting Label Errors by Using Pre-Trained Language Models EMNLP 2022 Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022