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Learning Paradigms

14,108 papers (9 classified directly here)

Subtopics

Transfer Learning (8,166) Few-Shot Learning (2,562) Meta-Learning (1,529) Federated Learning (1,360) Zero-Shot Learning (867) Multi-Task Learning (135) Continual Learning (118) Domain Adaptation (117) Self-Supervised Learning (100) Active Learning (75) Semi-Supervised Learning (41) Unsupervised Learning (26) In-Context Learning (19) Weakly Supervised Learning (11) Domain Generalization (9)

Papers per year

4
19
58
1128
2227
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Papers (including subtopics)

Attentive Recurrent Comparators ICML 2017
Source-Target Similarity Modelings for Multi-Source Transfer Gaussian Process Regression ICML 2017
Deep Learning at Alibaba IJCAI 2017
Context-aware Path Ranking for Knowledge Base Completion IJCAI 2017
AccGenSVM: Selectively Transferring from Previous Hypotheses IJCAI 2017
Learning to Learn Programs from Examples: Going Beyond Program Structure IJCAI 2017
Dynamic Multi-Task Learning with Convolutional Neural Network IJCAI 2017
SitNet: Discrete Similarity Transfer Network for Zero-shot Hashing IJCAI 2017
Knowledge Transfer for Out-of-Knowledge-Base Entities : A Graph Neural Network Approach IJCAI 2017
Online Multitask Relative Similarity Learning IJCAI 2017
Category-aware Next Point-of-Interest Recommendation via Listwise Bayesian Personalized Ranking IJCAI 2017
Cross-modal Common Representation Learning by Hybrid Transfer Network IJCAI 2017
Understanding How Feature Structure Transfers in Transfer Learning IJCAI 2017
Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer IJCAI 2017
Autonomous Task Sequencing for Customized Curriculum Design in Reinforcement Learning IJCAI 2017
Boosted Zero-Shot Learning with Semantic Correlation Regularization IJCAI 2017
Stacking With Auxiliary Features IJCAI 2017
Learning with Previously Unseen Features IJCAI 2017
On Gleaning Knowledge from Multiple Domains for Active Learning IJCAI 2017
Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation IJCAI 2017
Modal Consistency based Pre-Trained Multi-Model Reuse IJCAI 2017
Adaptively Unified Semi-supervised Learning for Cross-Modal Retrieval IJCAI 2017
Deep Multi-species Embedding IJCAI 2017
Exploiting Music Play Sequence for Music Recommendation IJCAI 2017
Multimodal Storytelling via Generative Adversarial Imitation Learning IJCAI 2017