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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training EMNLP 2020
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking EMNLP 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models EMNLP 2020
Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020
Improving Joint Training of Inference Networks and Structured Prediction Energy Networks EMNLP 2020
Learning to ground medical text in a 3D human atlas EMNLP 2020
Diversify Question Generation with Continuous Content Selectors and Question Type Modeling EMNLP 2020
No Gestures Left Behind: Learning Relationships between Spoken Language and Freeform Gestures EMNLP 2020
A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining EMNLP 2020
Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation EMNLP 2020
TNT: Text Normalization based Pre-training of Transformers for Content Moderation EMNLP 2020
Generating Dialogue Responses from a Semantic Latent Space EMNLP 2020
Neural Extractive Summarization with Hierarchical Attentive Heterogeneous Graph Network EMNLP 2020
Retrofitting Structure-aware Transformer Language Model for End Tasks EMNLP 2020
An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020
Hashtags, Emotions, and Comments: A Large-Scale Dataset to Understand Fine-Grained Social Emotions to Online Topics EMNLP 2020
Solving Mixed-Modal Jigsaw Puzzle for Fine-Grained Sketch-Based Image Retrieval CVPR 2020
Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning CVPR 2020
Telling Left From Right: Learning Spatial Correspondence of Sight and Sound CVPR 2020
Robust Learning Through Cross-Task Consistency CVPR 2020
SaccadeNet: A Fast and Accurate Object Detector CVPR 2020
Self-Supervised Learning of Video-Induced Visual Invariances CVPR 2020
Semi-Supervised Semantic Segmentation With Cross-Consistency Training CVPR 2020
Estimating Low-Rank Region Likelihood Maps CVPR 2020
StrawNet: Self-Training WaveNet for TTS in Low-Data Regimes INTERSPEECH 2020