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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions EMNLP 2019
Transductive Auxiliary Task Self-Training for Neural Multi-Task Models EMNLP 2019
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation EMNLP 2019
Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis CVPR 2019
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling EMNLP 2019
On Fenchel Mini-Max Learning NIPS 2019
Low-Resource Response Generation with Template Prior EMNLP 2019
Generative Modeling by Estimating Gradients of the Data Distribution NIPS 2019
Putting An End to End-to-End: Gradient-Isolated Learning of Representations NIPS 2019
Self-Supervised Generalisation with Meta Auxiliary Learning NIPS 2019
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game NIPS 2019
“My Way of Telling a Story”: Persona based Grounded Story Generation ACL 2019
Improving Neural Story Generation by Targeted Common Sense Grounding IJCNLP 2019
Fast, Diverse and Accurate Image Captioning Guided by Part-Of-Speech CVPR 2019
Unsupervised Visuomotor Control through Distributional Planning Networks RSS 2019
Multi-Agent Reinforcement Learning with Multi-Step Generative Models CORL 2019
Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations IJCNLP 2019
Structuring Latent Spaces for Stylized Response Generation IJCNLP 2019
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation CVPR 2019
High-Fidelity Image Generation With Fewer Labels ICML 2019
Negative Focus Detection via Contextual Attention Mechanism IJCNLP 2019
Generalized Boltzmann Machine with Deep Neural Structure AISTATS 2019
Probabilistic Semantic Inpainting with Pixel Constrained CNNs AISTATS 2019
Contextual Imagined Goals for Self-Supervised Robotic Learning CORL 2019
UER: An Open-Source Toolkit for Pre-training Models IJCNLP 2019