Unsupervised Learning

SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection SemEval 2020 Semi-Supervised Learning with Normalizing Flows ICML 2020 Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition AAAI 2020 Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders AAAI 2020 SenseCluster at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection SemEval 2020 Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity ACL 2020 Separate in Latent Space: Unsupervised Single Image Layer Separation AAAI 2020 Sequence-to-Set Semantic Tagging for Complex Query Reformulation and Automated Text Categorization in Biomedical IR using Self-Attention ACL 2020 SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness CVPR 2020 Set and Rebase: Determining the Semantic Graph Connectivity for Unsupervised Cross-Modal Hashing IJCAI 2020 SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation CVPR 2020 Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder EMNLP 2020 SimAlign: High Quality Word Alignments Without Parallel Training Data Using Static and Contextualized Embeddings EMNLP 2020 Simple and Scalable Sparse k-means Clustering via Feature Ranking NeurIPS 2020 Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora ACL 2020 SJTU-NICT’s Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task EMNLP 2020 Skew-Fit: State-Covering Self-Supervised Reinforcement Learning ICML 2020 SkoltechNLP at SemEval-2020 Task 11: Exploring Unsupervised Text Augmentation for Propaganda Detection SemEval 2020 Solving Mixed-Modal Jigsaw Puzzle for Fine-Grained Sketch-Based Image Retrieval CVPR 2020 Sound-Image Grounding Based Focusing Mechanism for Efficient Automatic Spoken Language Acquisition Interspeech 2020 SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition ICLR 2020 Speaker Sensitive Response Evaluation Model ACL 2020 Spectral Clustering with Graph Neural Networks for Graph Pooling ICML 2020 SST-BERT at SemEval-2020 Task 1: Semantic Shift Tracing by Clustering in BERT-based Embedding Spaces SemEval 2020 Stochastic Classifiers for Unsupervised Domain Adaptation CVPR 2020