Unsupervised Learning

Finding Representative Interpretations on Convolutional Neural Networks ICCV 2021 Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering ACL 2021 Findings of the WMT 2021 Shared Tasks in Unsupervised MT and Very Low Resource Supervised MT EMNLP 2021 Fractal Autoencoders for Feature Selection AAAI 2021 From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment EMNLP 2021 From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding ACL 2021 GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds ICCV 2021 GAN Ensemble for Anomaly Detection AAAI 2021 GATSBI: Generative Agent-Centric Spatio-Temporal Object Interaction CVPR 2021 GBHT: Gradient Boosting Histogram Transform for Density Estimation ICML 2021 Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection EMNLP 2021 Generating Datasets with Pretrained Language Models EMNLP 2021 Generating Negative Samples by Manipulating Golden Responses for Unsupervised Learning of a Response Evaluation Model NAACL 2021 Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs EACL 2021 Generative Particle Variational Inference via Estimation of Functional Gradients ICML 2021 Generic resources are what you need: Style transfer tasks without task-specific parallel training data EMNLP 2021 GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement NeurIPS 2021 Global Prosody Style Transfer Without Text Transcriptions ICML 2021 Gradual Domain Adaptation without Indexed Intermediate Domains NeurIPS 2021 Graph Consistency Based Mean-Teaching for Unsupervised Domain Adaptive Person Re-Identification IJCAI 2021 Graph Constrained Data Representation Learning for Human Motion Segmentation ICCV 2021 Graph Filter-based Multi-view Attributed Graph Clustering IJCAI 2021 Group-aware Label Transfer for Domain Adaptive Person Re-identification CVPR 2021 Grouping Words with Semantic Diversity NAACL 2021 Guilt by Association: Emotion Intensities in Lexical Representations EMNLP 2021