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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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)

Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning MIDL 2021 PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training SemEval 2021 Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence Modeling NeurIPS 2021 PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos AAAI 2021 Pedestrian and Ego-Vehicle Trajectory Prediction From Monocular Camera CVPR 2021 PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators NeurIPS 2021 Personalized Adaptive Meta Learning for Cold-start User Preference Prediction AAAI 2021 Personalized Cross-Silo Federated Learning on Non-IID Data AAAI 2021 Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations ACL 2021 Personalized Federated Learning using Hypernetworks ICML 2021 Personalized Federated Learning with First Order Model Optimization ICLR 2021 Personalized Federated Learning With Gaussian Processes NeurIPS 2021 Personalizing Individual Comfort in the Group Setting AAAI 2021 PFedAtt: Attention-based Personalized Federated Learning on Heterogeneous Clients ACML 2021 Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration EMNLP 2021 Physarum Powered Differentiable Linear Programming Layers and Applications AAAI 2021 Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning IJCAI 2021 Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition AAAI 2021 PNPDet: Efficient Few-Shot Detection Without Forgetting via Plug-and-Play Sub-Networks WACV 2021 POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples NeurIPS 2021 Posterior Meta-Replay for Continual Learning NeurIPS 2021 Power Constrained Bandits MLHC 2021 PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual Adaptation EACL 2021 Practical and Private (Deep) Learning Without Sampling or Shuffling ICML 2021 Practical One-Shot Federated Learning for Cross-Silo Setting IJCAI 2021