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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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)

Your representations are in the network: composable and parallel adaptation for large scale models NeurIPS 2023 Zambezi Voice: A Multilingual Speech Corpus for Zambian Languages Interspeech 2023 ZegCLIP: Towards Adapting CLIP for Zero-Shot Semantic Segmentation CVPR 2023 ZELDA: A Comprehensive Benchmark for Supervised Entity Disambiguation EACL 2023 Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023 Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning ACL 2023 Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation EACL 2023 Zero-Cost Operation Scoring in Differentiable Architecture Search AAAI 2023 ZeroPrompt: Streaming Acoustic Encoders are Zero-Shot Masked LMs Interspeech 2023 ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding EMNLP 2023 Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional Generation ACL 2023 Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts ACL 2023 Zero-Shot Automatic Pronunciation Assessment Interspeech 2023 Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection EMNLP 2023 Zero-shot causal learning NeurIPS 2023 Zero-Shot Classification by Logical Reasoning on Natural Language Explanations ACL 2023 Zero-shot Faithful Factual Error Correction ACL 2023 Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model EMNLP 2023 Zero-Shot Model Diagnosis CVPR 2023 Zero-Shot Multi-Label Topic Inference with Sentence Encoders and LLMs EMNLP 2023 Zero-Shot On-the-Fly Event Schema Induction EACL 2023 Zero-shot Probing of Pretrained Language Models for Geography Knowledge AACL 2023 Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning ACL 2023 Zero-Shot Referring Image Segmentation With Global-Local Context Features CVPR 2023 Zero-Shot Self-Supervised Joint Temporal Image and Sensitivity Map Reconstruction via Linear Latent Space MIDL 2023