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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

DeftPunk at SemEval-2020 Task 6: Using RNN-ensemble for the Sentence Classification. SEMEVAL 2020
Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer AISTATS 2020
Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification AISTATS 2020
Permutation Invariant Graph Generation via Score-Based Generative Modeling AISTATS 2020
SelfVoxeLO: Self-supervised LiDAR Odometry with Voxel-based Deep Neural Networks CORL 2020
The EMPATHIC Framework for Task Learning from Implicit Human Feedback CORL 2020
Unsupervised Metric Relocalization Using Transform Consistency Loss CORL 2020
Self-Supervised Learning of Scene-Graph Representations for Robotic Sequential Manipulation Planning CORL 2020
Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes CORL 2020
A Deep Generative Model for Fragment-Based Molecule Generation AISTATS 2020
Inverting the Pose Forecasting Pipeline with SPF2: Sequential Pointcloud Forecasting for Sequential Pose Forecasting CORL 2020
Visual Localization and Mapping with Hybrid SFA CORL 2020
Nested-Wasserstein Self-Imitation Learning for Sequence Generation AISTATS 2020
Multi-View Attribute Graph Convolution Networks for Clustering IJCAI 2020
Compositionality Decomposed: How do Neural Networks Generalise? (Extended Abstract) IJCAI 2020
Logic2Text: High-Fidelity Natural Language Generation from Logical Forms EMNLP 2020
Two-sample Testing Using Deep Learning AISTATS 2020
IV-SLAM: Introspective Vision for Simultaneous Localization and Mapping CORL 2020
BERTering RAMS: What and How Much does BERT Already Know About Event Arguments? - A Study on the RAMS Dataset EMNLP 2020
Recursive Social Behavior Graph for Trajectory Prediction CVPR 2020
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation CVPR 2020
Winnowing with Gradient Descent COLT 2020
Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness EMNLP 2020
How Useful Is Self-Supervised Pretraining for Visual Tasks? CVPR 2020
ActBERT: Learning Global-Local Video-Text Representations CVPR 2020