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

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

'10

'15

'20

'25

Papers (including subtopics)

Amortized Inference for Causal Structure Learning NeurIPS 2022 Amortized Tree Generation for Bottom-up Synthesis Planning and Synthesizable Molecular Design ICLR 2022 AMS_ADRN at SemEval-2022 Task 5: A Suitable Image-text Multimodal Joint Modeling Method for Multi-task Misogyny Identification SemEval 2022 A Multi-Agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning AAAI 2022 A Multi Instance Learning Approach for Critical View of Safety Detection in Laparoscopic Cholecystectomy MLHC 2022 A multi-level approach for hierarchical Ticket Classification COLING 2022 A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification CoNLL 2022 A Multivariate Causal Discovery based on Post-Nonlinear Model CLeaR 2022 An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects NeurIPS 2022 An Agnostic Approach to Federated Learning with Class Imbalance ICLR 2022 An Algorithm for Learning Switched Linear Dynamics from Data NeurIPS 2022 AnaLog: Testing Analytical and Deductive Logic Learnability in Language Models NAACL 2022 Analysis of expressivity transfer in non-autoregressive end-to-end multispeaker TTS systems Interspeech 2022 Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence Labeling COLING 2022 Analyzing Multi-Task Learning for Abstractive Text Summarization EMNLP 2022 Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models EMNLP 2022 Anarchic Federated Learning ICML 2022 An Automated Mood Diary for Older User’s using Ambient Assisted Living Recorded Speech Interspeech 2022 An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning NeurIPS 2022 An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA AAAI 2022 An Empirical Study on Cross-X Transfer for Legal Judgment Prediction AACL 2022 An Empirical Study on the Transferability of Transformer Modules in Parameter-efficient Fine-tuning EMNLP 2022 A Nested Bi-level Optimization Framework for Robust Few Shot Learning AAAI 2022 A Neural Corpus Indexer for Document Retrieval NeurIPS 2022 A Neural Pairwise Ranking Model for Readability Assessment ACL 2022