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

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14

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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)

Correcting Exposure Bias for Link Recommendation ICML 2021 CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021 Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ACL 2021 CoVoST 2 and Massively Multilingual Speech Translation Interspeech 2021 CRFL: Certifiably Robust Federated Learning against Backdoor Attacks ICML 2021 Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation EMNLP 2021 Cross-Camera Convolutional Color Constancy ICCV 2021 Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated Tasks EACL 2021 Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text EMNLP 2021 Cross-Domain Few-Shot Classification via Adversarial Task Augmentation IJCAI 2021 Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation CVPR 2021 Cross-domain Imitation from Observations ICML 2021 Cross-Domain Latent Modulation for Variational Transfer Learning WACV 2021 Cross-Domain Recommendation: Challenges, Progress, and Prospects IJCAI 2021 Cross-Encoder for Unsupervised Gaze Representation Learning ICCV 2021 CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP EMNLP 2021 Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data ICML 2021 Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching EMNLP 2021 Cross-lingual Contextualized Topic Models with Zero-shot Learning EACL 2021 Cross-lingual Entity Alignment with Incidental Supervision EACL 2021 Cross-lingual Evidence Improves Monolingual Fake News Detection ACL 2021 Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking EMNLP 2021 Cross-lingual Text Classification with Heterogeneous Graph Neural Network ACL 2021 Cross-Lingual Training of Dense Retrievers for Document Retrieval EMNLP 2021 Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments EMNLP 2021