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)

Exploring Semi-supervised Learning for Audio-based COVID-19 Detection using FixMatch Interspeech 2022 Exploring the influence of fine-tuning data on wav2vec 2.0 model for blind speech quality prediction Interspeech 2022 Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models NeurIPS 2022 ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning ICLR 2022 ExtEnD: Extractive Entity Disambiguation ACL 2022 Extracting Latent State Representations with Linear Dynamics from Rich Observations ICML 2022 Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking ACL 2022 EyePAD++: A Distillation-Based Approach for Joint Eye Authentication and Presentation Attack Detection Using Periocular Images CVPR 2022 Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits NeurIPS 2022 Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching NeurIPS 2022 FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages AACL 2022 Fairness in Federated Learning via Core-Stability NeurIPS 2022 FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning NeurIPS 2022 FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs IJCAI 2022 Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization EMNLP 2022 FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations ICLR 2022 Fast Composite Optimization and Statistical Recovery in Federated Learning ICML 2022 Faster non-convex federated learning via global and local momentum UAI 2022 Fast inference and transfer of compositional task structures for few-shot task generalization UAI 2022 Fast Lifelong Adaptive Inverse Reinforcement Learning from Demonstrations CoRL 2022 Fast-Rate PAC-Bayesian Generalization Bounds for Meta-Learning ICML 2022 FCGCL: Fine- and Coarse-Granularity Contrastive Learning for Speech Translation EMNLP 2022 Feature Distribution Matching for Federated Domain Generalization ACML 2022 Feature-Proxy Transformer for Few-Shot Segmentation NeurIPS 2022 FedBABU: Toward Enhanced Representation for Federated Image Classification ICLR 2022