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)

Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition ACL 2019 DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering ACL 2019 Dynamic Pacemaker Artifact Removal (DyPAR) from CT Data using CNNs MIDL 2019 Early Identification of Speech Changes Due to Amyotrophic Lateral Sclerosis Using Machine Classification Interspeech 2019 Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping MLHC 2019 Edge-Labeling Graph Neural Network for Few-Shot Learning CVPR 2019 Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies ACL 2019 Efficient Forward Architecture Search NeurIPS 2019 Efficient Meta Learning via Minibatch Proximal Update NeurIPS 2019 Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables ICML 2019 Efficient optimization of loops and limits with randomized telescoping sums ICML 2019 Efficient Protocol for Collaborative Dictionary Learning in Decentralized Networks IJCAI 2019 EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch CVPR 2019 Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Approaches SemEval 2019 Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors ACL 2019 Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation Interspeech 2019 Empirical Evaluation of Active Learning Techniques for Neural MT EMNLP 2019 Empirical Linguistic Study of Sentence Embeddings ACL 2019 Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings ACL 2019 End-to-End Text-to-Speech for Low-Resource Languages by Cross-Lingual Transfer Learning Interspeech 2019 Enhancing PIO Element Detection in Medical Text Using Contextualized Embedding ACL 2019 Enhancing TripleGAN for Semi-Supervised Conditional Instance Synthesis and Classification CVPR 2019 Enriching Word Embeddings with a Regressor Instead of Labeled Corpora AAAI 2019 Environment Probing Interaction Policies ICLR 2019 Episodic Memory in Lifelong Language Learning NeurIPS 2019