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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'15

'20

'25

Papers (including subtopics)

Multi PILOT: Feasible Learned Multiple Acquisition Trajectories For Dynamic MRI MIDL 2023 Multiplayer Performative Prediction: Learning in Decision-Dependent Games JMLR 2023 Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation ICML 2023 Multiply Robust Federated Estimation of Targeted Average Treatment Effects NeurIPS 2023 Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search AutoML 2023 Multi-Source Multi-Type Knowledge Exploration and Exploitation for Dialogue Generation EMNLP 2023 Multi-Source Survival Domain Adaptation AAAI 2023 Multi-Task Imitation Learning for Linear Dynamical Systems L4DC 2023 Multitask Learning via Shared Features: Algorithms and Hardness COLT 2023 Multi-task learning with summary statistics NeurIPS 2023 Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning ACL 2023 Multi-task Representation Learning for Pure Exploration in Linear Bandits ICML 2023 Multi-task Representation Learning with Stochastic Linear Bandits AISTATS 2023 Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal ICML 2023 Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning ACL 2023 Multi-View Adversarial Discriminator: Mine the Non-Causal Factors for Object Detection in Unseen Domains CVPR 2023 Multi-View Domain Adaptive Object Detection on Camera Networks AAAI 2023 MuMIC – Multimodal Embedding for Multi-Label Image Classification with Tempered Sigmoid AAAI 2023 MUTEX: Learning Unified Policies from Multimodal Task Specifications CoRL 2023 MVP-Tuning: Multi-View Knowledge Retrieval with Prompt Tuning for Commonsense Reasoning ACL 2023 MyoDex: A Generalizable Prior for Dexterous Manipulation ICML 2023 Named Entity Annotation Projection Applied to Classical Languages EACL 2023 Named Entity Recognition for Low-Resource Languages - Profiting from Language Families EACL 2023 Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control ACL 2023 NAP: Neural 3D Articulated Object Prior NeurIPS 2023