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

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2,658

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Papers (including subtopics)

Hybrid Local SGD for Federated Learning with Heterogeneous Communications ICLR 2022 Hybrid Relation Guided Set Matching for Few-Shot Action Recognition CVPR 2022 Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds NeurIPS 2022 Hyperbolic Knowledge Transfer with Class Hierarchy for Few-Shot Learning IJCAI 2022 Hyperdecoders: Instance-specific decoders for multi-task NLP EMNLP 2022 HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning ICLR 2022 Hypernetworks in Meta-Reinforcement Learning CoRL 2022 HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning ICML 2022 Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer EMNLP 2022 Hypothesis Engineering for Zero-Shot Hate Speech Detection COLING 2022 IALE: Imitating Active Learner Ensembles JMLR 2022 IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks ACL 2022 Identifiability and generalizability from multiple experts in Inverse Reinforcement Learning NeurIPS 2022 Identifying Medical Paraphrases in Scientific versus Popularization Texts in French for Laypeople Understanding COLING 2022 Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models ACL 2022 IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach EMNLP 2022 IDIAP Submission@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text ACL 2022 IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models EMNLP 2022 iFS-RCNN: An Incremental Few-Shot Instance Segmenter CVPR 2022 IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages ICML 2022 IITD at WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda Detection EMNLP 2022 Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data CVPR 2022 Imitation Learning by Estimating Expertise of Demonstrators ICML 2022 Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning EMNLP 2022 Implicit Gradient Alignment in Distributed and Federated Learning AAAI 2022