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

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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)

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models ICCV 2019 Few-Shot and Zero-Shot Learning for Historical Text Normalization EMNLP 2019 Few-Shot Audio Classification with Attentional Graph Neural Networks Interspeech 2019 Few-Shot Image Recognition With Knowledge Transfer ICCV 2019 Few-Shot Learning for Dermatological Disease Diagnosis MLHC 2019 Few-Shot Learning via Saliency-Guided Hallucination of Samples CVPR 2019 Few-Shot Learning With Embedded Class Models and Shot-Free Meta Training ICCV 2019 Few-Shot Learning With Global Class Representations ICCV 2019 Few-Shot Learning With Localization in Realistic Settings CVPR 2019 Few-Shot Object Detection via Feature Reweighting ICCV 2019 Few-Shot Representation Learning for Out-Of-Vocabulary Words ACL 2019 Few-Shot Unsupervised Image-to-Image Translation ICCV 2019 Figure Eight at SemEval-2019 Task 3: Ensemble of Transfer Learning Methods for Contextual Emotion Detection SemEval 2019 Finding Task-Relevant Features for Few-Shot Learning by Category Traversal CVPR 2019 Fine-Grained Sentence Functions for Short-Text Conversation ACL 2019 FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow EMNLP 2019 Forward and Backward Knowledge Transfer for Sentiment Classification ACML 2019 From Bilingual to Multilingual Neural Machine Translation by Incremental Training ACL 2019 From Coarse to Fine: Robust Hierarchical Localization at Large Scale CVPR 2019 From Explanation to Synthesis: Compositional Program Induction for Learning from Demonstration RSS 2019 From Implicit to Explicit Feedback: A deep neural network for modeling the sequential behavior of online users ACML 2019 From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following ICLR 2019 From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training EMNLP 2019 From News to Medical: Cross-domain Discourse Segmentation NAACL 2019 From Statistical Transportability to Estimating the Effect of Stochastic Interventions IJCAI 2019