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

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12

24

14

20

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

'5

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Papers (including subtopics)

Exploiting Music Play Sequence for Music Recommendation IJCAI 2017 ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events NeurIPS 2017 Fast Video Classification via Adaptive Cascading of Deep Models CVPR 2017 Federated Multi-Task Learning NeurIPS 2017 Few-Shot Adversarial Domain Adaptation NeurIPS 2017 Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally CVPR 2017 From Bayesian Sparsity to Gated Recurrent Nets NeurIPS 2017 Gaze Embeddings for Zero-Shot Image Classification CVPR 2017 Generalized Cylinders for Learning, Reproduction, Generalization, and Refinement of Robot Skills RSS 2017 Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema EACL 2017 Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution ACL 2017 Generating a Training Corpus for OCR Post-Correction Using Encoder-Decoder Model IJCNLP 2017 Global Syllable Vectors for Building TTS Front-End with Deep Learning Interspeech 2017 Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra NeurIPS 2017 Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings IJCNLP 2017 Hypothesis Transfer Learning via Transformation Functions NeurIPS 2017 Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation EMNLP 2017 Improving Child Speech Disorder Assessment by Incorporating Out-of-Domain Adult Speech Interspeech 2017 Improving DNN Bluetooth Narrowband Acoustic Models by Cross-Bandwidth and Cross-Lingual Initialization Interspeech 2017 Improving Facial Attribute Prediction Using Semantic Segmentation CVPR 2017 Improving Mispronunciation Detection for Non-Native Learners with Multisource Information and LSTM-Based Deep Models Interspeech 2017 Improving Neural Parsing by Disentangling Model Combination and Reranking Effects ACL 2017 Improving Sequence to Sequence Neural Machine Translation by Utilizing Syntactic Dependency Information IJCNLP 2017 Improving the Effectiveness of Speaker Verification Domain Adaptation with Inadequate In-Domain Data Interspeech 2017 Incorporating Global Visual Features into Attention-based Neural Machine Translation. EMNLP 2017