Self-Supervised Learning

DETReg: Unsupervised Pretraining With Region Priors for Object Detection CVPR 2022 DextAIRity: Deformable Manipulation Can be a Breeze RSS 2022 DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling COLING 2022 Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL 2022 DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022 Diffusion-LM Improves Controllable Text Generation NeurIPS 2022 Diffusion Models as Plug-and-Play Priors NeurIPS 2022 DiLiGenT102: A Photometric Stereo Benchmark Dataset With Controlled Shape and Material Variation CVPR 2022 DiPCAN: Distilling Privileged Information for Crowd-Aware Navigation RSS 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 Discourse Parsing Enhanced by Discourse Dependence Perception AACL 2022 DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation AAAI 2022 Disentanglement via Mechanism Sparsity Regularization: A New Principle for Nonlinear ICA CLeaR 2022 Disentangling Disease-related Representation from Obscure for Disease Prediction ICML 2022 Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering EMNLP 2022 Distance-Based Hyperspherical Classification for Multi-Source Open-Set Domain Adaptation WACV 2022 Distance-Based Sound Separation Interspeech 2022 Distilling Governing Laws and Source Input for Dynamical Systems from Videos IJCAI 2022 Distilling Representations from GAN Generator via Squeeze and Span NeurIPS 2022 Divergence-aware Federated Self-Supervised Learning ICLR 2022 Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts NAACL 2022 Divide-and-Conquer Text Simplification by Scalable Data Enhancement EMNLP 2022 Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning NeurIPS 2022