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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Evolving Losses for Unsupervised Video Representation Learning CVPR 2020
Leveraging Photometric Consistency Over Time for Sparsely Supervised Hand-Object Reconstruction CVPR 2020
SpSequenceNet: Semantic Segmentation Network on 4D Point Clouds CVPR 2020
A Heteroscedastic Uncertainty Model for Decoupling Sources of MRI Image Quality MIDL 2020
Siamese Tracking of Cell Behaviour Patterns MIDL 2020
Hard Negative Mixing for Contrastive Learning NIPS 2020
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning​ NIPS 2020
Universal Domain Adaptation through Self Supervision NIPS 2020
Self-Supervised Learning by Cross-Modal Audio-Video Clustering NIPS 2020
Self-Supervised Scene De-Occlusion CVPR 2020
Continuous Object Representation Networks: Novel View Synthesis without Target View Supervision NIPS 2020
Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation NIPS 2020
A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction EMNLP 2020
Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs EMNLP 2020
Neural Methods for Point-wise Dependency Estimation NIPS 2020
Recurrent babbling: evaluating the acquisition of grammar from limited input data CONLL 2020
“LazImpa”: Lazy and Impatient neural agents learn to communicate efficiently CONLL 2020
How well does surprisal explain N400 amplitude under different experimental conditions? CONLL 2020
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation EMNLP 2020
Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments EMNLP 2020
Self-Supervised Learning for Pairwise Data Refinement AACL 2020
SalamNET at SemEval-2020 Task 12: Deep Learning Approach for Arabic Offensive Language Detection SEMEVAL 2020
NLP_Passau at SemEval-2020 Task 12: Multilingual Neural Network for Offensive Language Detection in English, Danish and Turkish SEMEVAL 2020
Learning to Prove Theorems by Learning to Generate Theorems NIPS 2020
Zero-shot Text Classification via Reinforced Self-training ACL 2020