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

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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)

Near-Optimal Linear Regression under Distribution Shift ICML 2021 Near-optimal Offline and Streaming Algorithms for Learning Non-Linear Dynamical Systems NeurIPS 2021 Negation Scope Resolution for Chinese as a Second Language EACL 2021 NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose Estimation ICLR 2021 NeRF-VAE: A Geometry Aware 3D Scene Generative Model ICML 2021 Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations NeurIPS 2021 Neural Architecture Search without Training ICML 2021 Neural Contrast Enhancement of CT Image WACV 2021 Neural Data-to-Text Generation with LM-based Text Augmentation EACL 2021 Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference AISTATS 2021 Neuralizing Regular Expressions for Slot Filling EMNLP 2021 Neural Machine Translation with Monolingual Translation Memory ACL 2021 Neural Posterior Domain Randomization CoRL 2021 Neural TMDlayer: Modeling Instantaneous Flow of Features via SDE Generators ICCV 2021 Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose NeurIPS 2021 NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation ACL 2021 NICT-5’s Submission To WAT 2021: MBART Pre-training And In-Domain Fine Tuning For Indic Languages ACL 2021 NLM at MEDIQA 2021: Transfer Learning-based Approaches for Consumer Question and Multi-Answer Summarization NAACL 2021 NLP for Consumer Protection: Battling Illegal Clauses in German Terms and Conditions in Online Shopping ACL 2021 NLPIITR at SemEval-2021 Task 6: RoBERTa Model with Data Augmentation for Persuasion Techniques Detection SemEval 2021 NLP_UIOWA at Semeval-2021 Task 5: Transferring Toxic Sets to Tag Toxic Spans SemEval 2021 NLyticsFKIE at SemEval-2021 Task 6: Detection of Persuasion Techniques In Texts And Images SemEval 2021 N-MTTL SI Model: Non-Intrusive Multi-Task Transfer Learning-Based Speech Intelligibility Prediction Model with Scenery Classification Interspeech 2021 Noether Networks: meta-learning useful conserved quantities NeurIPS 2021 No Fear of Heterogeneity: Classifier Calibration for Federated Learning with Non-IID Data NeurIPS 2021