Self-Supervised Learning

Exploring wav2vec 2.0 on Speaker Verification and Language Identification Interspeech 2021 Exponential Moving Average Normalization for Self-Supervised and Semi-Supervised Learning CVPR 2021 Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding Tasks AAAI 2021 FBI-Denoiser: Fast Blind Image Denoiser for Poisson-Gaussian Noise CVPR 2021 Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach EMNLP 2021 Fine-Grained Foreground Retrieval via Teacher-Student Learning WACV 2021 Flexible Non-Autoregressive Extractive Summarization with Threshold: How to Extract a Non-Fixed Number of Summary Sentences AAAI 2021 Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization EMNLP 2021 From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations EMNLP 2021 From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation CVPR 2021 Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks AAAI 2021 GATSBI: Generative Agent-Centric Spatio-Temporal Object Interaction CVPR 2021 Generalized Adversarially Learned Inference AAAI 2021 Generalized Domain Adaptation CVPR 2021 Generalizing to the Open World: Deep Visual Odometry With Online Adaptation CVPR 2021 Generative Hierarchical Features From Synthesizing Images CVPR 2021 Geography-Aware Self-Supervised Learning ICCV 2021 GFST: Gender-Filtered Self-Training for More Accurate Gender in Translation EMNLP 2021 Global Transport for Fluid Reconstruction With Learned Self-Supervision CVPR 2021 Graph Adversarial Self-Supervised Learning NeurIPS 2021 Graphine: A Dataset for Graph-aware Terminology Definition Generation EMNLP 2021 H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement WACV 2021 Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning CVPR 2021 Heterogeneous Graph Information Bottleneck IJCAI 2021 HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization EMNLP 2021