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)

Zero-Shot Slot Filling with Slot-Prefix Prompting and Attention Relationship Descriptor AAAI 2023 Zero-shot Temporal Relation Extraction with ChatGPT ACL 2023 Zero-Shot Text-to-Parameter Translation for Game Character Auto-Creation CVPR 2023 Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models NeurIPS 2023 Zeroth-Order Methods for Nondifferentiable, Nonconvex, and Hierarchical Federated Optimization NeurIPS 2023 ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models EMNLP 2023 ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters EMNLP 2023 Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations ACL 2023 ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients ICLR 2023 zPROBE: Zero Peek Robustness Checks for Federated Learning ICCV 2023 1Cademy at Semeval-2022 Task 1: Investigating the Effectiveness of Multilingual, Multitask, and Language-Agnostic Tricks for the Reverse Dictionary Task SemEval 2022 3D Infomax improves GNNs for Molecular Property Prediction ICML 2022 3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds NeurIPS 2022 4D Unsupervised Object Discovery NeurIPS 2022 A Bayesian Model for Online Activity Sample Sizes AISTATS 2022 Abstraction in Data-Sparse Task Transfer (Extended Abstract) IJCAI 2022 Accelerated Federated Learning with Decoupled Adaptive Optimization ICML 2022 Acceleration of Federated Learning with Alleviated Forgetting in Local Training ICLR 2022 Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning Interspeech 2022 A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization NeurIPS 2022 A Checkpoint on Multilingual Misogyny Identification ACL 2022 ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection NeurIPS 2022 A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality AISTATS 2022 A Closer Look at Few-Shot Image Generation CVPR 2022 A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases NeurIPS 2022