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

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'15

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'25

Papers (including subtopics)

CANITA: Faster Rates for Distributed Convex Optimization with Communication Compression NeurIPS 2021 Can Sequence-to-Sequence Models Crack Substitution Ciphers? ACL 2021 Can We Characterize Tasks Without Labels or Features? CVPR 2021 CaPC Learning: Confidential and Private Collaborative Learning ICLR 2021 Caption Enriched Samples for Improving Hateful Memes Detection EMNLP 2021 Cascaded Span Extraction and Response Generation for Document-Grounded Dialog ACL 2021 CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models ACL 2021 Catch-A-Waveform: Learning to Generate Audio from a Single Short Example NeurIPS 2021 CaT: Weakly Supervised Object Detection With Category Transfer ICCV 2021 Causal and interventional Markov boundaries UAI 2021 Causal Navigation by Continuous-time Neural Networks NeurIPS 2021 CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning ICLR 2021 CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis ICCV 2021 CFILT IIT Bombay@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion using Multilingual Representation fromTransformers EACL 2021 ChaCha for Online AutoML ICML 2021 Challenges for Information Extraction from Dialogue in Criminal Law ACL 2021 Challenges in Annotating and Parsing Spoken, Code-switched, Frisian-Dutch Data EACL 2021 ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback ACL 2021 Claim Matching Beyond English to Scale Global Fact-Checking ACL 2021 Class-Agnostic Few-Shot Object Counting WACV 2021 Classification of Censored Tweets in Chinese Language using XLNet NAACL 2021 Classification of mental illnesses on social media using RoBERTa EACL 2021 Class-Wise Metric Scaling for Improved Few-Shot Classification WACV 2021 Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration EACL 2021 CLIPort: What and Where Pathways for Robotic Manipulation CoRL 2021