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)

Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization ICML 2023 Model Spider: Learning to Rank Pre-Trained Models Efficiently NeurIPS 2023 Modularized Zero-shot VQA with Pre-trained Models ACL 2023 Modular Regression: Improving Linear Models by Incorporating Auxiliary Data JMLR 2023 Modular Speech-to-Text Translation for Zero-Shot Cross-Modal Transfer Interspeech 2023 MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter EMNLP 2023 Momentum Ensures Convergence of SIGNSGD under Weaker Assumptions ICML 2023 MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model EMNLP 2023 MORGAN: Meta-Learning-Based Few-Shot Open-Set Recognition via Generative Adversarial Network WACV 2023 MotionBERT: A Unified Perspective on Learning Human Motion Representations ICCV 2023 MoT: Memory-of-Thought Enables ChatGPT to Self-Improve EMNLP 2023 MovieCLIP: Visual Scene Recognition in Movies WACV 2023 Moving-Landmark Assisted Distributed Learning Based Decentralized Cooperative Localization (DL-DCL) with Fault Tolerance AAAI 2023 MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition ICCV 2023 mSCAN: A Dataset for Multilingual Compositional Generalisation Evaluation EMNLP 2023 MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring Based on a Dual-CNN Model AAAI 2023 MT2: Towards a Multi-Task Machine Translation Model with Translation-Specific In-Context Learning EMNLP 2023 MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets Interspeech 2023 MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation ACL 2023 Multi-Agent Automated Machine Learning CVPR 2023 Multi-Agent Learning from Learners ICML 2023 Multi-Agent Learning with Heterogeneous Linear Contextual Bandits NeurIPS 2023 Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity NeurIPS 2023 Multi-armed bandits for resource efficient, online optimization of language model pre-training: the use case of dynamic masking ACL 2023 Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? Interspeech 2023