self-supervised learning

DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers CVPR 2022 Decentralized Unsupervised Learning of Visual Representations IJCAI 2022 Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems NeurIPS 2022 Deep Bidirectional Language-Knowledge Graph Pretraining NeurIPS 2022 Deep Confidence Guided Distance for 3D Partial Shape Registration AAAI 2022 Deep Graph Clustering via Dual Correlation Reduction AAAI 2022 Deep Projective Rotation Estimation through Relative Supervision CoRL 2022 Deep Self-Supervised Learning of Speech Denoising from Noisy Speeches Interspeech 2022 Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization CVPR 2022 Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models Interspeech 2022 DEER: Descriptive Knowledge Graph for Explaining Entity Relationships EMNLP 2022 Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision AAAI 2022 Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds CVPR 2022 Delving Deep Into the Generalization of Vision Transformers Under Distribution Shifts CVPR 2022 Depth-Aware Generative Adversarial Network for Talking Head Video Generation CVPR 2022 Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion Interspeech 2022 DETReg: Unsupervised Pretraining With Region Priors for Object Detection CVPR 2022 DextAIRity: Deformable Manipulation Can be a Breeze RSS 2022 Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings EMNLP 2022 Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL 2022 DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022 DiRA: Discriminative, Restorative, and Adversarial Learning for Self-Supervised Medical Image Analysis CVPR 2022 Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022 Direct Speech-to-Speech Translation With Discrete Units ACL 2022 Disentangled3D: Learning a 3D Generative Model With Disentangled Geometry and Appearance From Monocular Images CVPR 2022