Unsupervised Learning

Unsupervised Text Style Transfer with Padded Masked Language Models EMNLP 2020 Unsupervised Training of Siamese Networks for Speaker Verification Interspeech 2020 Unsupervised Transfer Learning for Spatiotemporal Predictive Networks ICML 2020 Unsupervised Translation of Programming Languages NeurIPS 2020 Unsupervised Vehicle Re-identification with Progressive Adaptation IJCAI 2020 Unsupervised vs. Transfer Learning for Multimodal One-Shot Matching of Speech and Images Interspeech 2020 Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition WACV 2020 UPSTAGE: Unsupervised Context Augmentation for Utterance Classification in Patient-Provider Communication MLHC 2020 Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding AAAI 2020 Using noise to probe recurrent neural network structure and prune synapses NeurIPS 2020 USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation ACL 2020 UTFPR at SemEval-2020 Task 7: Using Co-occurrence Frequencies to Capture Unexpectedness SemEval 2020 UWB at SemEval-2020 Task 1: Lexical Semantic Change Detection SemEval 2020 Variational Amodal Object Completion NeurIPS 2020 Variational Interaction Information Maximization for Cross-domain Disentanglement NeurIPS 2020 Vec2Sent: Probing Sentence Embeddings with Natural Language Generation COLING 2020 Vector Quantized Temporally-Aware Correspondence Sparse Autoencoders for Zero-Resource Acoustic Unit Discovery Interspeech 2020 Visual Grounding in Video for Unsupervised Word Translation CVPR 2020 VoiceID on the Fly: A Speaker Recognition System that Learns from Scratch Interspeech 2020 Weakly-Supervised Multi-view Multi-instance Multi-label Learning IJCAI 2020 When Does Unsupervised Machine Translation Work? EMNLP 2020 When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract) AAAI 2020 Zero-Resource Knowledge-Grounded Dialogue Generation NeurIPS 2020 Abbreviation Explorer - an interactive system for pre-evaluation of Unsupervised Abbreviation Disambiguation NAACL 2019 A Bottom-Up Clustering Approach to Unsupervised Person Re-Identification AAAI 2019