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

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)

Audio-Adaptive Activity Recognition Across Video Domains CVPR 2022 Audio Anti-spoofing Using Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning Interspeech 2022 Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage CVPR 2022 AugCSE: Contrastive Sentence Embedding with Diverse Augmentations AACL 2022 Augmented Geometric Distillation for Data-Free Incremental Person ReID CVPR 2022 A Unified Analysis of Federated Learning with Arbitrary Client Participation NeurIPS 2022 A Unified Dialogue User Simulator for Few-shot Data Augmentation EMNLP 2022 A unified framework for cross-domain and cross-task learning of mental health conditions EMNLP 2022 A Unified Meta-Learning Framework for Dynamic Transfer Learning IJCAI 2022 A Unified System for Voice Cloning and Voice Conversion through Diffusion Probabilistic Modeling Interspeech 2022 A Unified View on PAC-Bayes Bounds for Meta-Learning ICML 2022 Authorship Verification for Arabic Short Texts Using Arabic Knowledge-Base Model (AraKB) EMNLP 2022 Automated Synthesis of Mechanisms IJCAI 2022 Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores Interspeech 2022 Automatic Generation of Socratic Subquestions for Teaching Math Word Problems EMNLP 2022 Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models COLING 2022 Automatic Patient Note Assessment without Strong Supervision EMNLP 2022 Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning Interspeech 2022 Automatic Summarization for Creative Writing: BART based Pipeline Method for Generating Summary of Movie Scripts COLING 2022 auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data MLHC 2022 Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning JMLR 2022 Auto-Transfer: Learning to Route Transferable Representations ICLR 2022 AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels NeurIPS 2022 Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data ACL 2022 Avoid Overfitting User Specific Information in Federated Keyword Spotting Interspeech 2022