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

852

1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

DARTS: Differentiable Architecture Search ICLR 2019 Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks EMNLP 2019 Data Poisoning Attacks on Stochastic Bandits ICML 2019 Dataset Mention Extraction and Classification NAACL 2019 Decomposable Neural Paraphrase Generation ACL 2019 Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering EMNLP 2019 Deep Active Learning for Anchor User Prediction IJCAI 2019 Deep Active Learning with Adaptive Acquisition IJCAI 2019 Deep Compressed Sensing ICML 2019 Deep imitation learning for molecular inverse problems NeurIPS 2019 DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality CVPR 2019 Deep Meta Functionals for Shape Representation ICCV 2019 Deep Meta Learning for Real-Time Target-Aware Visual Tracking ICCV 2019 Deep Model Transferability from Attribution Maps NeurIPS 2019 Deep Online Learning Via Meta-Learning: Continual Adaptation for Model-Based RL ICLR 2019 Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification ICCV 2019 Deep Reinforcement Learning for Subpixel Neural Tracking MIDL 2019 Deep Speaker Recognition: Modular or Monolithic? Interspeech 2019 Deep Transfer Learning for Multiple Class Novelty Detection CVPR 2019 Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning ICML 2019 DELTA: DEEP LEARNING TRANSFER USING FEATURE MAP WITH ATTENTION FOR CONVOLUTIONAL NETWORKS ICLR 2019 Demo: Learning to Perceive Long-Range Obstacles Using Self-Supervision from Short-Range Sensors AAAI 2019 Dense Temporal Convolution Network for Sign Language Translation IJCAI 2019 Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention ACL 2019 Detecting dementia in Mandarin Chinese using transfer learning from a parallel corpus NAACL 2019