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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53

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103

206

482

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1,124

1,566

1,867

2,410

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Papers (including subtopics)

Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph IJCAI 2019 Provable Guarantees for Gradient-Based Meta-Learning ICML 2019 Provably efficient RL with Rich Observations via Latent State Decoding ICML 2019 Pyramid Graph Networks With Connection Attentions for Region-Based One-Shot Semantic Segmentation ICCV 2019 Quantum Wasserstein Generative Adversarial Networks NeurIPS 2019 Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue EMNLP 2019 Reconciling meta-learning and continual learning with online mixtures of tasks NeurIPS 2019 RecoNet: An Interpretable Neural Architecture for Recommender Systems IJCAI 2019 Recovering Bandits NeurIPS 2019 Recursive Routing Networks: Learning to Compose Modules for Language Understanding NAACL 2019 Reevaluating Argument Component Extraction in Low Resource Settings EMNLP 2019 Regression or classification? Automated Essay Scoring for Norwegian ACL 2019 Regularized Learning for Domain Adaptation under Label Shifts ICLR 2019 Reinforcement Learning Experience Reuse with Policy Residual Representation IJCAI 2019 Reinforcement Learning for Improved Low Resource Dialogue Generation AAAI 2019 Relay Policy Learning: Solving Long-Horizon Tasks via Imitation and Reinforcement Learning CoRL 2019 RENAS: Reinforced Evolutionary Neural Architecture Search CVPR 2019 RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection CVPR 2019 Representation Similarity Analysis for Efficient Task Taxonomy & Transfer Learning CVPR 2019 Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework EMNLP 2019 Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models? Interspeech 2019 Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network EMNLP 2019 Risk-Averse Stochastic Convex Bandit AISTATS 2019 RoboNet: Large-Scale Multi-Robot Learning CoRL 2019 Robot Adaptation to Unstructured Terrains by Joint Representation and Apprenticeship Learning RSS 2019