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

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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)

Personalized Federated Learning with Contextualized Generalization IJCAI 2022 Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage ICLR 2022 PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022 pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning NeurIPS 2022 Phylogeny-Inspired Adaptation of Multilingual Models to New Languages AACL 2022 Physics-Informed Implicit Representations of Equilibrium Network Flows NeurIPS 2022 PICA: Point-Wise Instance and Centroid Alignment Based Few-Shot Domain Adaptive Object Detection With Loose Annotations WACV 2022 PINGAN Omini-Sinitic at SemEval-2022 Task 4: Multi-prompt Training for Patronizing and Condescending Language Detection SemEval 2022 Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation WACV 2022 Planning for Sample Efficient Imitation Learning NeurIPS 2022 Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization ICML 2022 PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information ICML 2022 PLATO: Predicting Latent Affordances Through Object-Centric Play CoRL 2022 PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation AACL 2022 PLN CMM at SocialDisNER: Improving Detection of Disease Mentions in Tweets by Using Document-Level Features COLING 2022 Plug-and-Play Adaptation for Continuously-updated QA ACL 2022 Plugging a neural phoneme recognizer into a simple language model: a workflow for low-resource setting Interspeech 2022 Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets ICML 2022 Poirot at CMCL 2022 Shared Task: Zero Shot Crosslingual Eye-Tracking Data Prediction using Multilingual Transformer Models ACL 2022 Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios IJCAI 2022 PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space AAAI 2022 Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer NAACL 2022 Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction AAAI 2022 Post-hoc estimators for learning to defer to an expert NeurIPS 2022 Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling AAAI 2022