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)

GeoNet: Benchmarking Unsupervised Adaptation Across Geographies CVPR 2023 GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning ACL 2023 GHisBERT – Training BERT from scratch for lexical semantic investigations across historical German language stages EMNLP 2023 GIFD: A Generative Gradient Inversion Method with Feature Domain Optimization ICCV 2023 GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning NeurIPS 2023 GINA-3D: Learning To Generate Implicit Neural Assets in the Wild CVPR 2023 GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task CVPR 2023 GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection NeurIPS 2023 GLEN: General-Purpose Event Detection for Thousands of Types EMNLP 2023 Global Balanced Experts for Federated Long-Tailed Learning ICCV 2023 Globally Consistent Federated Graph Autoencoder for Non-IID Graphs IJCAI 2023 Glocal Energy-Based Learning for Few-Shot Open-Set Recognition CVPR 2023 GLUECons: A Generic Benchmark for Learning under Constraints AAAI 2023 GMU Systems for the IWSLT 2023 Dialect and Low-resource Speech Translation Tasks ACL 2023 GNFactor: Multi-Task Real Robot Learning with Generalizable Neural Feature Fields CoRL 2023 GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels NeurIPS 2023 Goal-conditioned Offline Planning from Curious Exploration NeurIPS 2023 Good Meta-tasks Make A Better Cross-lingual Meta-transfer Learning for Low-resource Languages EMNLP 2023 GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning ICCV 2023 Gradient Estimation for Binary Latent Variables via Gradient Variance Clipping AAAI 2023 Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models ICCV 2023 GradSim: Gradient-Based Language Grouping for Effective Multilingual Training EMNLP 2023 Gradual Language Model Adaptation Using Fine-Grained Typology EACL 2023 Grammar Prompting for Domain-Specific Language Generation with Large Language Models NeurIPS 2023 Grape Cold Hardiness Prediction via Multi-Task Learning AAAI 2023