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

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12

24

14

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29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Controllable Text Generation via Probability Density Estimation in the Latent Space ACL 2023 ControlVC: Zero-Shot Voice Conversion with Time-Varying Controls on Pitch and Speed Interspeech 2023 Convergence Analysis of Sequential Federated Learning on Heterogeneous Data NeurIPS 2023 ConvKT: Conversation-Level Knowledge Transfer for Context Aware End-to-End Spoken Language Understanding Interspeech 2023 ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format EMNLP 2023 Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP NeurIPS 2023 Coordinated Replay Sample Selection for Continual Federated Learning EMNLP 2023 Copula-based deep survival models for dependent censoring UAI 2023 CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. EMNLP 2023 CORL: Compositional Representation Learning for Few-Shot Classification WACV 2023 Correlation Aware Sparsified Mean Estimation Using Random Projection NeurIPS 2023 Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval AAAI 2023 CoTDet: Affordance Knowledge Prompting for Task Driven Object Detection ICCV 2023 Counterfactual Memorization in Neural Language Models NeurIPS 2023 Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text ACL 2023 Covariate-Shift Generalization via Random Sample Weighting AAAI 2023 CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation CVPR 2023 Cross-Cultural Transfer Learning for Chinese Offensive Language Detection EACL 2023 Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator AAAI 2023 Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types ACL 2023 Cross-Domain Graph Anomaly Detection via Anomaly-Aware Contrastive Alignment AAAI 2023 Cross-Domain Policy Adaptation via Value-Guided Data Filtering NeurIPS 2023 Crossing the Gap: Domain Generalization for Image Captioning CVPR 2023 Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification ICLR 2023 Cross-lingual Continual Learning ACL 2023