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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24

14

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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)

Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks NeurIPS 2023 DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness AAAI 2023 DEFT: Dexterous Fine-Tuning for Hand Policies CoRL 2023 Delayed Feedback in Generalised Linear Bandits Revisited AISTATS 2023 DELTA: Diverse Client Sampling for Fasting Federated Learning NeurIPS 2023 Delving into the Adversarial Robustness of Federated Learning AAAI 2023 Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP 2023 DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction EMNLP 2023 Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning IJCAI 2023 DepthFL : Depthwise Federated Learning for Heterogeneous Clients ICLR 2023 Description and analysis of the KPT system for NIST Language Recognition Evaluation 2022 Interspeech 2023 DETA: Denoised Task Adaptation for Few-Shot Learning ICCV 2023 DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-Training via Word-Region Alignment CVPR 2023 Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning MLHC 2023 Detecting Idiomatic Multiword Expressions in Clinical Terminology using Definition-Based Representation Learning EACL 2023 DETR With Additional Global Aggregation for Cross-Domain Weakly Supervised Object Detection CVPR 2023 Developing Speech Processing Pipelines for Police Accountability Interspeech 2023 Development of pre-trained language models for clinical NLP in Spanish EACL 2023 DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models EMNLP 2023 DiFA: Differentiable Feature Acquisition AAAI 2023 DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning ICML 2023 Difference-Masking: Choosing What to Mask in Continued Pretraining EMNLP 2023 Differentiable Instruction Optimization for Cross-Task Generalization ACL 2023 Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks AAAI 2023 Difficulty-Net: Learning To Predict Difficulty for Long-Tailed Recognition WACV 2023