conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

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32

66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

Heterogeneous Transfer Learning with Weighted Instance-Correspondence Data AAAI 2020 Heuristic Domain Adaptation NeurIPS 2020 Hierarchical Entity Typing via Multi-level Learning to Rank ACL 2020 Hierarchical Granularity Transfer Learning NeurIPS 2020 Hierarchically Decoupled Imitation For Morphological Transfer ICML 2020 Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic Systems NeurIPS 2020 Hitachi at SemEval-2020 Task 11: An Empirical Study of Pre-Trained Transformer Family for Propaganda Detection SemEval 2020 HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation AAAI 2020 How Can We Accelerate Progress Towards Human-like Linguistic Generalization? ACL 2020 How Far Can We Go with Data Selection? A Case Study on Semantic Sequence Tagging Tasks EMNLP 2020 How Should an Agent Practice? AAAI 2020 How to Solve Fair k-Center in Massive Data Models ICML 2020 Huawei’s Submissions to the WMT20 Biomedical Translation Task EMNLP 2020 HUJI-KU at MRP 2020: Two Transition-based Neural Parsers CoNLL 2020 HW-TSC’s Participation at WMT 2020 Automatic Post Editing Shared Task EMNLP 2020 HW-TSC’s Participation at WMT 2020 Quality Estimation Shared Task EMNLP 2020 Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection EMNLP 2020 Hypernetwork approach to generating point clouds ICML 2020 HyperNews: Simultaneous News Recommendation and Active-Time Prediction via a Double-Task Deep Neural Network IJCAI 2020 Identification and Estimation of Causal Effects Defined by Shift Interventions UAI 2020 Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework COLING 2020 Identifying Personal Experience Tweets of Medication Effects Using Pre-trained RoBERTa Language Model and Its Updating EMNLP 2020 Image-Adaptive GAN Based Reconstruction AAAI 2020 Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games COLING 2020 Improved Few-Shot Visual Classification CVPR 2020