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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Learning to Bootstrap for Entity Set Expansion IJCNLP 2019
LaSTUS/TALN at SemEval-2019 Task 6: Identification and Categorization of Offensive Language in Social Media with Attention-based Bi-LSTM model SEMEVAL 2019
Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning IJCNLP 2019
Cloze-driven Pretraining of Self-attention Networks IJCNLP 2019
Leveraging Context Information for Natural Question Generation NAACL 2018
InverseFaceNet: Deep Monocular Inverse Face Rendering CVPR 2018
Distributed Self-Paced Learning in Alternating Direction Method of Multipliers IJCAI 2018
SemEval 2018 Task 2: Multilingual Emoji Prediction SEMEVAL 2018
Dynamic Evaluation of Neural Sequence Models ICML 2018
Learning Priors for Invariance AISTATS 2018
Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation ACL 2018
Emergence of Invariance and Disentanglement in Deep Representations JMLR 2018
Nonlinear Weighted Finite Automata AISTATS 2018
Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention ACL 2018
Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding ACL 2018
CR-GAN: Learning Complete Representations for Multi-view Generation IJCAI 2018
IVQA: Inverse Visual Question Answering CVPR 2018
Deep Anomaly Detection Using Geometric Transformations NIPS 2018
Content Selection in Deep Learning Models of Summarization EMNLP 2018
Pre- and In-Parsing Models for Neural Empty Category Detection ACL 2018
EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras RSS 2018
How agents see things: On visual representations in an emergent language game EMNLP 2018
Grasp2Vec: Learning Object Representations from Self-Supervised Grasping CORL 2018
Visual Grounding via Accumulated Attention CVPR 2018
Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction CVPR 2018