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Methodology
← Learning Types
Machine Learning
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Learning Types
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Self-Supervised Learning
8255 directly classified papers
Papers per year
2006: 8
2007: 7
2008: 7
2009: 9
2010: 12
2011: 7
2012: 13
2013: 11
2014: 12
2015: 17
2016: 35
2017: 97
2018: 191
2019: 441
2020: 663
2021: 1166
2022: 1170
2023: 1544
2024: 1323
2025: 1205
2026: 317
Papers
Learning Situational Driving
CVPR 2020
StructEdit: Learning Structural Shape Variations
CVPR 2020
Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering
EMNLP 2020
MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention
EMNLP 2020
Cloze Distillation: Improving Neural Language Models with Human Next-Word Prediction
EMNLP 2020
Parsing as Pretraining
AAAI 2020
Are Noisy Sentences Useless for Distant Supervised Relation Extraction?
AAAI 2020
SNEQ: Semi-Supervised Attributed Network Embedding with Attention-Based Quantisation
AAAI 2020
Re-Thinking LiDAR-Stereo Fusion Frameworks (Student Abstract)
AAAI 2020
YNU-HPCC at SemEval-2020 Task 7: Using an Ensemble BiGRU Model to Evaluate the Humor of Edited News Titles
SEMEVAL 2020
Understanding Human Hands in Contact at Internet Scale
CVPR 2020
High-Resolution Daytime Translation Without Domain Labels
CVPR 2020
Learning to Restore Low-Light Images via Decomposition-and-Enhancement
CVPR 2020
RecoBERT: A Catalog Language Model for Text-Based Recommendations
EMNLP 2020
MaskGAN: Towards Diverse and Interactive Facial Image Manipulation
CVPR 2020
Self-Learning With Rectification Strategy for Human Parsing
CVPR 2020
Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks
EMNLP 2020
Learning Active Task-Oriented Exploration Policies for Bridging the Sim-to-Real Gap
RSS 2020
ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents
ACL 2020
Learning Visual Motion Segmentation Using Event Surfaces
CVPR 2020
Detecting Domain-Specific Credibility and Expertise in Text and Speech
INTERSPEECH 2020
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing
ACL 2020
Defense for Black-Box Attacks on Anti-Spoofing Models by Self-Supervised Learning
INTERSPEECH 2020
DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction With Deep T1 Prior
CVPR 2020
Seeing Voices and Hearing Voices: Learning Discriminative Embeddings Using Cross-Modal Self-Supervision
INTERSPEECH 2020
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