Unsupervised Learning

Coupling Global and Local Context for Unsupervised Aspect Extraction EMNLP 2019 Cross-Lingual Training for Automatic Question Generation ACL 2019 Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization AAAI 2019 DeepCO3: Deep Instance Co-Segmentation by Co-Peak Search and Co-Saliency Detection CVPR 2019 DeepMapping: Unsupervised Map Estimation From Multiple Point Clouds CVPR 2019 Deep Multimodal Clustering for Unsupervised Audiovisual Learning CVPR 2019 Deep Robust Unsupervised Multi-Modal Network AAAI 2019 DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision NeurIPS 2019 Depth Prediction without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular Videos AAAI 2019 Discriminative Feature Learning for Unsupervised Video Summarization AAAI 2019 Disjoint Label Space Transfer Learning with Common Factorised Space AAAI 2019 DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs CVPR 2019 "Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors CVPR 2019 DynTypo: Example-Based Dynamic Text Effects Transfer CVPR 2019 Explicit Cross-lingual Pre-training for Unsupervised Machine Translation EMNLP 2019 Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning ACL 2019 Generating Classical Chinese Poems from Vernacular Chinese EMNLP 2019 Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping CVPR 2019 Hyperprior Induced Unsupervised Disentanglement of Latent Representations AAAI 2019 Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring ACL 2019 Inserting Videos Into Videos CVPR 2019 Latent Filter Scaling for Multimodal Unsupervised Image-To-Image Translation CVPR 2019 Latent Space Autoregression for Novelty Detection CVPR 2019 Learning Document Embeddings with Crossword Prediction AAAI 2019 Learning Only from Relevant Keywords and Unlabeled Documents EMNLP 2019