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

20

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

'5

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Papers (including subtopics)

Domain-Adapted Dependency Parsing for Cross-Domain Named Entity Recognition AAAI 2023 Domain-Adapting BERT for Attributing Manuscript, Century and Region in Pre-Modern Slavic Texts EMNLP 2023 Domain Adaptive Few-Shot Open-Set Learning ICCV 2023 Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters ICCV 2023 Domain Generalization with Interpolation Robustness ACML 2023 Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning ACL 2023 Don’t fear the unlabelled: safe semi-supervised learning via debiasing ICLR 2023 Don’t Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments ACL 2023 Doubly Adversarial Federated Bandits ICML 2023 Doubly Fair Dynamic Pricing AISTATS 2023 Doubly-Robust Self-Training NeurIPS 2023 DPAUC: Differentially Private AUC Computation in Federated Learning AAAI 2023 DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding AAAI 2023 Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions AAAI 2023 DREAMWALKER: Mental Planning for Continuous Vision-Language Navigation ICCV 2023 DROID: Learning from Offline Heterogeneous Demonstrations via Reward-Policy Distillation CoRL 2023 Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity AISTATS 2023 DS4DH at MEDIQA-Chat 2023: Leveraging SVM and GPT-3 Prompt Engineering for Medical Dialogue Classification and Summarization ACL 2023 DSI++: Updating Transformer Memory with New Documents EMNLP 2023 DSR: Dynamical Surface Representation as Implicit Neural Networks for Protein NeurIPS 2023 Dual Memory Aggregation Network for Event-Based Object Detection with Learnable Representation AAAI 2023 Dual Meta-Learning with Longitudinally Consistent Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan ICCV 2023 Dual Personalization on Federated Recommendation IJCAI 2023 Dual Prompt Learning for Continual Rain Removal from Single Images IJCAI 2023 Dual Pseudo-Labels Interactive Self-Training for Semi-Supervised Visible-Infrared Person Re-Identification ICCV 2023