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

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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)

Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization ICCV 2023 Generalizable Neural Fields as Partially Observed Neural Processes ICCV 2023 Generalization Bounds for Federated Learning: Fast Rates, Unparticipating Clients and Unbounded Losses ICLR 2023 Generalization of Heterogeneous Multi-Robot Policies via Awareness and Communication of Capabilities CoRL 2023 Generalization on the Unseen, Logic Reasoning and Degree Curriculum ICML 2023 Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation NeurIPS 2023 Generalized Cell Type Annotation and Discovery for Single-Cell RNA-Seq Data AAAI 2023 Generalized Few-Shot Point Cloud Segmentation via Geometric Words ICCV 2023 Generalizing Math Word Problem Solvers via Solution Diversification AAAI 2023 General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation ACL 2023 Generating Data for Symbolic Language with Large Language Models EMNLP 2023 Generating Dialog Responses with Specified Grammatical Items for Second Language Learning ACL 2023 Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models ACL 2023 Generating Synthetic Datasets by Interpolating along Generalized Geodesics UAI 2023 Generative Gradient Inversion via Over-Parameterized Networks in Federated Learning ICCV 2023 Generative Models for Product Attribute Extraction EMNLP 2023 Generative Pretrained Transformers for Emotion Detection in a Code-Switching Setting ACL 2023 Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples ACML 2023 Genetic Prompt Search via Exploiting Language Model Probabilities IJCAI 2023 GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL 2023 GENNAPE: Towards Generalized Neural Architecture Performance Estimators AAAI 2023 Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs EMNLP 2023 Geodesic Multi-Modal Mixup for Robust Fine-Tuning NeurIPS 2023 Geometry-Aware Adaptation for Pretrained Models NeurIPS 2023 Geometry Matching for Multi-Embodiment Grasping CoRL 2023