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)

ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser NAACL 2021 Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition ICCV 2021 Shape-Biased Domain Generalization via Shock Graph Embeddings ICCV 2021 Shaping embodied agent behavior with activity-context priors from egocentric video NeurIPS 2021 Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data NeurIPS 2021 Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching AAAI 2021 Shuffled Model of Differential Privacy in Federated Learning AISTATS 2021 SIGN: Spatial-Information Incorporated Generative Network for Generalized Zero-Shot Semantic Segmentation ICCV 2021 SIGTYP 2021 Shared Task: Robust Spoken Language Identification NAACL 2021 Sim and Real: Better Together NeurIPS 2021 SimpleNER Sentence Simplification System for GEM 2021 ACL 2021 Simulating Reading Mistakes for Child Speech Transformer-Based Phone Recognition Interspeech 2021 Simulating Unknown Target Models for Query-Efficient Black-Box Attacks CVPR 2021 SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task SemEval 2021 Slav-NER: the 3rd Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages EACL 2021 SmallER: Scaling Neural Entity Resolution for Edge Devices Interspeech 2021 SmBoP: Semi-autoregressive Bottom-up Semantic Parsing NAACL 2021 SMIL: Multimodal Learning with Severely Missing Modality AAAI 2021 Snowflake: Scaling GNNs to high-dimensional continuous control via parameter freezing NeurIPS 2021 SoFA: Source-Data-Free Feature Alignment for Unsupervised Domain Adaptation WACV 2021 Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer ACL 2021 Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective CVPR 2021 Sound Change in Spontaneous Bilingual Speech: A Corpus Study on the Cantonese n-l Merger in Cantonese-English Bilinguals Interspeech 2021 Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation NAACL 2021 Sparse-Shot Learning With Exclusive Cross-Entropy for Extremely Many Localisations ICCV 2021