Self-Supervised Learning

Hierarchical Self-supervised Augmented Knowledge Distillation IJCAI 2021 High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras CVPR 2021 How effective is BERT without word ordering? Implications for language understanding and data privacy ACL 2021 How Well Do Self-Supervised Models Transfer? CVPR 2021 HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation AAAI 2021 IIIT Hyderabad Submission To WAT 2021: Efficient Multilingual NMT systems for Indian languages ACL 2021 Improved Contrastive Divergence Training of Energy-Based Models ICML 2021 Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-Supervised Learning Interspeech 2021 Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting EMNLP 2021 Improving Transferability of Representations via Augmentation-Aware Self-Supervision NeurIPS 2021 Instance Localization for Self-Supervised Detection Pretraining CVPR 2021 Instance Similarity Learning for Unsupervised Feature Representation ICCV 2021 Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning NeurIPS 2021 Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making ACL 2021 Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders AAAI 2021 Jigsaw Clustering for Unsupervised Visual Representation Learning CVPR 2021 Joint Generative and Contrastive Learning for Unsupervised Person Re-Identification CVPR 2021 Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain CVPR 2021 Keep CALM and Improve Visual Feature Attribution ICCV 2021 Knowledge-Guided Object Discovery with Acquired Deep Impressions AAAI 2021 Know Your Enemy, Know Yourself: A Unified Two-Stage Framework for Speech Enhancement Interspeech 2021 Labeled From Unlabeled: Exploiting Unlabeled Data for Few-Shot Deep HDR Deghosting CVPR 2021 Large-Scale Self- and Semi-Supervised Learning for Speech Translation Interspeech 2021 Large-Scale Unsupervised Object Discovery NeurIPS 2021 LASR: Learning Articulated Shape Reconstruction From a Monocular Video CVPR 2021