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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12

24

14

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29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Side Information Dependence as a Regularizer for Analyzing Human Brain Conditions across Cognitive Experiments AAAI 2020 SIGTYP 2020 Shared Task: Prediction of Typological Features EMNLP 2020 Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays CoRL 2020 Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning EMNLP 2020 Simple Hierarchical Multi-Task Neural End-To-End Entity Linking for Biomedical Text EMNLP 2020 SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation IJCAI 2020 Sim-to-Real Transfer for Vision-and-Language Navigation CoRL 2020 Simultaneous Conversion of Speaker Identity and Emotion Based on Multiple-Domain Adaptive RBM Interspeech 2020 Simultaneous Learning of Pivots and Representations for Cross-Domain Sentiment Classification AAAI 2020 Single Episode Policy Transfer in Reinforcement Learning ICLR 2020 Single Point Transductive Prediction ICML 2020 Siva at WNUT-2020 Task 2: Fine-tuning Transformer Neural Networks for Identification of Informative Covid-19 Tweets EMNLP 2020 SI-VDNAS: Semi-Implicit Variational Dropout for Hierarchical One-shot Neural Architecture Search IJCAI 2020 SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving CoRL 2020 Smoothed Analysis of Online and Differentially Private Learning NeurIPS 2020 Something-Else: Compositional Action Recognition With Spatial-Temporal Interaction Networks CVPR 2020 Sonal.kumari at SemEval-2020 Task 12: Social Media Multilingual Offensive Text Identification and Categorization Using Neural Network Models SemEval 2020 Sources of Transfer in Multilingual Named Entity Recognition ACL 2020 Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations ACL 2020 Sparse and Decorrelated Representations for Stable Zero-shot NMT EMNLP 2020 Speaker Code Based Speaker Adaptive Training Using Model Agnostic Meta-Learning Interspeech 2020 Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity COLING 2020 Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks Interspeech 2020 Speech Rate Task-Specific Representation Learning from Acoustic-Articulatory Data Interspeech 2020 SpotFake+: A Multimodal Framework for Fake News Detection via Transfer Learning (Student Abstract) AAAI 2020