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

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1,124

1,566

1,867

2,410

2,658

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Papers (including subtopics)

You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation AAAI 2022 You Only Need One Model for Open-domain Question Answering EMNLP 2022 Zero- and Few-Shot NLP with Pretrained Language Models ACL 2022 ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time NeurIPS 2022 Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation CVPR 2022 ZeroGen: Efficient Zero-shot Learning via Dataset Generation EMNLP 2022 ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization EMNLP 2022 Zero-shot AutoML with Pretrained Models ICML 2022 Zero-shot Cross-Language Transfer of Monolingual Entity Linking Models EMNLP 2022 Zero-shot Cross-lingual Conversational Semantic Role Labeling NAACL 2022 Zero-shot Cross-Lingual Counterfactual Detection via Automatic Extraction and Prediction of Clue Phrases EMNLP 2022 Zero-shot cross-lingual open domain question answering NAACL 2022 Zero-Shot Cross-lingual Semantic Parsing ACL 2022 Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022 Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt EMNLP 2022 Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning ACL 2022 Zero-shot Entity Linking with Less Data NAACL 2022 Zero-shot Learning for Grapheme to Phoneme Conversion with Language Ensemble ACL 2022 Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022 Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time EMNLP 2022 Zero-Shot Self-Supervised Learning for MRI Reconstruction ICLR 2022 Zero-Shot Text-Guided Object Generation With Dream Fields CVPR 2022 Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NeurIPS 2022 Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models Interspeech 2022 Zhegu@SMM4H-2022: The Pre-training Tweet & Claim Matching Makes Your Prediction Better COLING 2022