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

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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)

Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study EMNLP 2022 Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification AACL 2022 Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement EMNLP 2022 Towards Understanding Biased Client Selection in Federated Learning AISTATS 2022 Towards Unified Prompt Tuning for Few-shot Text Classification EMNLP 2022 Towards Uniformly Superhuman Autonomy via Subdominance Minimization ICML 2022 Towards unsupervised open world semantic segmentation UAI 2022 Towards Verifiable Federated Learning IJCAI 2022 Toward the Limitation of Code-Switching in Cross-Lingual Transfer EMNLP 2022 Trace norm regularization for multi-task learning with scarce data COLT 2022 Trading-Off Information Modalities in Zero-Shot Classification WACV 2022 Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization ICLR 2022 Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU EMNLP 2022 Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation CVPR 2022 Training Naturalized Semantic Parsers with Very Little Data IJCAI 2022 Training speaker recognition systems with limited data Interspeech 2022 Trajectory Inference via Mean-field Langevin in Path Space NeurIPS 2022 TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition EMNLP 2022 TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for Improving Financial Inclusion AAAI 2022 Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations ICLR 2022 Transferability and Stability of Learning with Limited Labelled Data in Multilingual Text Document Classification IJCAI 2022 Transferability Estimation Using Bhattacharyya Class Separability CVPR 2022 Transferability Metrics for Selecting Source Model Ensembles CVPR 2022 Transfer Learning Based Adaptive Automated Negotiating Agent Framework IJCAI 2022 Transfer Learning for Humor Detection by Twin Masked Yellow Muppets AACL 2022