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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32

66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

MA-BBOB: Many-Affine Combinations of BBOB Functions for Evaluating AutoML Approaches in Noiseless Numerical Black-Box Optimization Contexts AutoML 2023 Macedon: Minimizing Representation Coding Rate Reduction for Cross-Lingual Natural Language Understanding EMNLP 2023 MaChAmp at SemEval-2023 tasks 2, 3, 4, 5, 7, 8, 9, 10, 11, and 12: On the Effectiveness of Intermediate Training on an Uncurated Collection of Datasets. SemEval 2023 Machine Learning Driven Aid Classification for Sustainable Development IJCAI 2023 Machine Translation Advancements for Low-Resource Indian Languages in WMT23: CFILT-IITB’s Effort for Bridging the Gap EMNLP 2023 Machine Translation of Omani Arabic Dialect from Social Media EMNLP 2023 Machine Translation with Large Language Models: Prompting, Few-shot Learning, and Fine-tuning with QLoRA EMNLP 2023 Machine Unlearning of Federated Clusters ICLR 2023 Made of Steel? Learning Plausible Materials for Components in the Vehicle Repair Domain EACL 2023 MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models EMNLP 2023 mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval EMNLP 2023 MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from Observations ICML 2023 Make Landscape Flatter in Differentially Private Federated Learning CVPR 2023 Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation NeurIPS 2023 Making Scalable Meta Learning Practical NeurIPS 2023 MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding CVPR 2023 Manipulating Transfer Learning for Property Inference CVPR 2023 ManyDG: Many-domain Generalization for Healthcare Applications ICLR 2023 MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting EACL 2023 MARS: Meta-learning as Score Matching in the Function Space ICLR 2023 MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages ACL 2023 Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning NeurIPS 2023 MaskViT: Masked Visual Pre-Training for Video Prediction ICLR 2023 MAS: Towards Resource-Efficient Federated Multiple-Task Learning ICCV 2023 MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge ICCV 2023