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

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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Papers (including subtopics)

Crowdsourcing Universal Part-of-Speech Tags for Code-Switching Interspeech 2017 Curriculum Learning in Reinforcement Learning IJCAI 2017 DARLA: Improving Zero-Shot Transfer in Reinforcement Learning ICML 2017 Deep Auto-Encoder Based Multi-Task Learning Using Probabilistic Transcriptions Interspeech 2017 Deep Hashing Network for Unsupervised Domain Adaptation CVPR 2017 Deep Learning at Alibaba IJCAI 2017 Deep Multi-species Embedding IJCAI 2017 Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction EMNLP 2017 Deep Transfer Learning with Joint Adaptation Networks ICML 2017 Derivation of Document Vectors from Adaptation of LSTM Language Model EACL 2017 Differentially private Bayesian learning on distributed data NeurIPS 2017 Directing Attention During Perceptual Training: A Preliminary Study of Phonetic Learning in Southern Min by Mandarin Speakers Interspeech 2017 Discourse Mode Identification in Essays ACL 2017 Discovering and Exploiting Additive Structure for Bayesian Optimization AISTATS 2017 Discretized Continuous Speech Emotion Recognition with Multi-Task Deep Recurrent Neural Network Interspeech 2017 Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors CVPR 2017 Domain Attention with an Ensemble of Experts ACL 2017 Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis NeurIPS 2017 Dynamic Multi-Task Learning with Convolutional Neural Network IJCAI 2017 Effective shared representations with Multitask Learning for Community Question Answering EACL 2017 Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes NeurIPS 2017 ej-sa-2017 at SemEval-2017 Task 4: Experiments for Target oriented Sentiment Analysis in Twitter SemEval 2017 Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging IJCNLP 2017 Emotional Voice Conversion with Adaptive Scales F0 Based on Wavelet Transform Using Limited Amount of Emotional Data Interspeech 2017 Estimating Reactions and Recommending Products with Generative Models of Reviews IJCNLP 2017