Self-Supervised Learning

Unmasking the Mask – Evaluating Social Biases in Masked Language Models AAAI 2022 Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning AAAI 2022 Unpaired Cartoon Image Synthesis via Gated Cycle Mapping CVPR 2022 Unsupervised Adversarially Robust Representation Learning on Graphs AAAI 2022 Unsupervised Chinese Word Segmentation with BERT Oriented Probing and Transformation ACL 2022 Unsupervised Dense Retrieval for Scientific Articles EMNLP 2022 Unsupervised Deraining: Where Contrastive Learning Meets Self-Similarity CVPR 2022 Unsupervised Domain Generalization by Learning a Bridge Across Domains CVPR 2022 Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals Interspeech 2022 Unsupervised Learning of Accurate Siamese Tracking CVPR 2022 Unsupervised Object Detection Pretraining with Joint Object Priors Generation and Detector Learning NeurIPS 2022 Unsupervised Question Answering via Answer Diversifying COLING 2022 Unsupervised Reinforcement Learning with Contrastive Intrinsic Control NeurIPS 2022 Unsupervised Representation for Semantic Segmentation by Implicit Cycle-Attention Contrastive Learning AAAI 2022 Unsupervised Single Document Abstractive Summarization using Semantic Units AACL 2022 Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition Interspeech 2022 Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment CVPR 2022 UnweaveNet: Unweaving Activity Stories CVPR 2022 USB: A Unified Semi-supervised Learning Benchmark for Classification NeurIPS 2022 Using cross-model learnings for the Gram Vaani ASR Challenge 2022 Interspeech 2022 Using neural topic models to track context shifts of words: a case study of COVID-related terms before and after the lockdown in April 2020 ACL 2022 Utilizing Cross-Modal Contrastive Learning to Improve Item Categorization BERT Model ACL 2022 Vaccinating SER to Neutralize Adversarial Attacks with Self-Supervised Augmentation Strategy Interspeech 2022 Variable-rate hierarchical CPC leads to acoustic unit discovery in speech NeurIPS 2022 VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022