Unsupervised Learning

OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World CVPR 2021 Partition-Guided GANs CVPR 2021 PAUL: Procrustean Autoencoder for Unsupervised Lifting CVPR 2021 PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling EMNLP 2021 Point2Skeleton: Learning Skeletal Representations from Point Clouds CVPR 2021 Posterior Promoted GAN With Distribution Discriminator for Unsupervised Image Synthesis CVPR 2021 Progressive Stage-Wise Learning for Unsupervised Feature Representation Enhancement CVPR 2021 Progressive Unsupervised Learning for Visual Object Tracking CVPR 2021 Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising CVPR 2021 Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models ACL 2021 Relational Classification of Biological Cells in Microscopy Images AAAI 2021 RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy ACL 2021 SDD-FIQA: Unsupervised Face Image Quality Assessment With Similarity Distribution Distance CVPR 2021 SMiRL: Surprise Minimizing Reinforcement Learning in Unstable Environments ICLR 2021 Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation CVPR 2021 Spot the Difference: Detection of Topological Changes via Geometric Alignment NeurIPS 2021 StarGANv2-VC: A Diverse, Unsupervised, Non-Parallel Framework for Natural-Sounding Voice Conversion Interspeech 2021 Streaming Belief Propagation for Community Detection NeurIPS 2021 Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis AAAI 2021 Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation CVPR 2021 The IICT-Yverdon System for the WMT 2021 Unsupervised MT and Very Low Resource Supervised MT Task EMNLP 2021 The LMU Munich Systems for the WMT21 Unsupervised and Very Low-Resource Translation Task EMNLP 2021 Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport EMNLP 2021 Time Series Anomaly Detection with Multiresolution Ensemble Decoding AAAI 2021 Transformer protein language models are unsupervised structure learners ICLR 2021