Self-Supervised Learning

Re-Thinking LiDAR-Stereo Fusion Frameworks (Student Abstract) AAAI 2020 Rethinking Temporal Fusion for Video-Based Person Re-Identification on Semantic and Time Aspect AAAI 2020 Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT EMNLP 2020 Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning AAAI 2020 Revisiting Training Strategies and Generalization Performance in Deep Metric Learning ICML 2020 Robust Disentanglement of a Few Factors at a Time using rPU-VAE NeurIPS 2020 Rotate-and-Render: Unsupervised Photorealistic Face Rotation From Single-View Images CVPR 2020 RPM-Net: Robust Pixel-Level Matching Networks for Self-Supervised Video Object Segmentation WACV 2020 RPM-Net: Robust Point Matching Using Learned Features CVPR 2020 S3K: Self-Supervised Semantic Keypoints for Robotic Manipulation via Multi-View Consistency CoRL 2020 S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation CVPR 2020 Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance CVPR 2020 Satellite Image Time Series Classification With Pixel-Set Encoders and Temporal Self-Attention CVPR 2020 Seeing Voices and Hearing Voices: Learning Discriminative Embeddings Using Cross-Modal Self-Supervision Interspeech 2020 Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image CVPR 2020 Self-Attentive Hawkes Process ICML 2020 Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence CVPR 2020 SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction EMNLP 2020 Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis CVPR 2020 Self-supervised context-aware COVID-19 document exploration through atlas grounding ACL 2020 Self-supervised Co-Training for Video Representation Learning NeurIPS 2020 Self-Supervised Deep Visual Odometry With Online Adaptation CVPR 2020 Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation CVPR 2020 Self-Supervised Few-Shot Learning on Point Clouds NeurIPS 2020 Self-Supervised Graph Transformer on Large-Scale Molecular Data NeurIPS 2020