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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Papers (including subtopics)

Sampling-free Inference for Ab-Initio Potential Energy Surface Networks ICLR 2023 SAR: Generalization of Physiological Dexterity via Synergistic Action Representation RSS 2023 SASPEECH: A Hebrew Single Speaker Dataset for Text To Speech and Voice Conversion Interspeech 2023 SAT-Based PAC Learning of Description Logic Concepts IJCAI 2023 Satellite Navigation and Coordination with Limited Information Sharing L4DC 2023 SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding ICCV 2023 Scalable Bayesian Meta-Learning through Generalized Implicit Gradients AAAI 2023 Scalable PAC-Bayesian Meta-Learning via the PAC-Optimal Hyper-Posterior: From Theory to Practice JMLR 2023 Scalarization for Multi-Task and Multi-Domain Learning at Scale NeurIPS 2023 ScaleFL: Resource-Adaptive Federated Learning With Heterogeneous Clients CVPR 2023 Scaling Data Generation in Vision-and-Language Navigation ICCV 2023 Scaling integer arithmetic in probabilistic programs UAI 2023 Scaling Novel Object Detection With Weakly Supervised Detection Transformers WACV 2023 Scaling Up and Distilling Down: Language-Guided Robot Skill Acquisition CoRL 2023 Scene-Level Sketch-Based Image Retrieval with Minimal Pairwise Supervision AAAI 2023 Score-based Data Assimilation NeurIPS 2023 SCOTT: Self-Consistent Chain-of-Thought Distillation ACL 2023 SD-Pose: Structural Discrepancy Aware Category-Level 6D Object Pose Estimation WACV 2023 Secure Federated Correlation Test and Entropy Estimation ICML 2023 Secure Out-of-Distribution Task Generalization with Energy-Based Models NeurIPS 2023 Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning AAAI 2023 SeedGNN: Graph Neural Network for Supervised Seeded Graph Matching ICML 2023 See More and Know More: Zero-shot Point Cloud Segmentation via Multi-modal Visual Data ICCV 2023 SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA EMNLP 2023 Sefamerve at SemEval-2023 Task 12: Semantic Evaluation of Rarely Studied Languages SemEval 2023