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

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Papers (including subtopics)

Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering EACL 2023 A Unified Continual Learning Framework with General Parameter-Efficient Tuning ICCV 2023 A Unified Framework for Robustness on Diverse Sampling Errors ICCV 2023 A Unified, Scalable Framework for Neural Population Decoding NeurIPS 2023 A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning NeurIPS 2023 AutoAD II: The Sequel - Who, When, and What in Movie Audio Description ICCV 2023 Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? ICLR 2023 AutoKeras: An AutoML Library for Deep Learning JMLR 2023 Automated Multiple Sclerosis Screening Based on Encoded Speech Representations Interspeech 2023 Automated speech recognition of Indonesian-English language lessons on YouTube using transfer learning EACL 2023 Automatic Evaluation of Generative Models with Instruction Tuning EMNLP 2023 Automatic Recognition of the General-Purpose Communicative Functions Defined by the ISO 24617-2 Standard for Dialog Act Annotation (Extended Abstract) IJCAI 2023 AutoSTL: Automated Spatio-Temporal Multi-Task Learning AAAI 2023 AutoTransfer: AutoML with Knowledge Transfer - An Application to Graph Neural Networks ICLR 2023 AutoTrial: Prompting Language Models for Clinical Trial Design EMNLP 2023 Auxiliary Task-Guided CycleGAN for Black-Box Model Domain Adaptation WACV 2023 AVFormer: Injecting Vision Into Frozen Speech Models for Zero-Shot AV-ASR CVPR 2023 A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot EMNLP 2023 A Zero-Shot Language Agent for Computer Control with Structured Reflection EMNLP 2023 Backdoor Defense via Adaptively Splitting Poisoned Dataset CVPR 2023 Balanced Meta Learning and Diverse Sampling for Lifelong Task-Oriented Dialogue Systems AAAI 2023 Balanced Mixture of Supernets for Learning the CNN Pooling Architecture AutoML 2023 BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews ACL 2023 BanglaNLP at BLP-2023 Task 2: Benchmarking different Transformer Models for Sentiment Analysis of Bangla Social Media Posts EMNLP 2023 BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning IJCAI 2023