Self-Supervised Learning

Degradation-Agnostic Correspondence From Resolution-Asymmetric Stereo CVPR 2022 Deploying a Retrieval based Response Model for Task Oriented Dialogues EMNLP 2022 Depth-Supervised NeRF: Fewer Views and Faster Training for Free CVPR 2022 Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL 2022 DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022 Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022 Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022 Disentangled3D: Learning a 3D Generative Model With Disentangled Geometry and Appearance From Monocular Images CVPR 2022 Distilling Representations from GAN Generator via Squeeze and Span NeurIPS 2022 Does GNN Pretraining Help Molecular Representation? NeurIPS 2022 Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? NeurIPS 2022 Domain Adaptation on Point Clouds via Geometry-Aware Implicits CVPR 2022 Do self-supervised speech models develop human-like perception biases? ACL 2022 Do Trajectories Encode Verb Meaning? NAACL 2022 DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification CVPR 2022 Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo CVPR 2022 Dynamic Global Memory for Document-level Argument Extraction ACL 2022 Dynamic Nonlinear Mixup with Distance-based Sample Selection COLING 2022 Dynamic Scene Graph Generation via Anticipatory Pre-Training CVPR 2022 EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization ACL 2022 Enhance the Visual Representation via Discrete Adversarial Training NeurIPS 2022 Enhancing Face Recognition With Self-Supervised 3D Reconstruction CVPR 2022 Estimating Egocentric 3D Human Pose in the Wild With External Weak Supervision CVPR 2022 Eureka: Neural Insight Learning for Knowledge Graph Reasoning COLING 2022 Exploiting Pseudo Labels in a Self-Supervised Learning Framework for Improved Monocular Depth Estimation CVPR 2022