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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32

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103

206

482

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1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision ACL 2019 Model-based Behavioral Cloning with Future Image Similarity Learning CoRL 2019 Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning ICCV 2019 Modeling Recurrence for Transformer NAACL 2019 Modeling Tabular data using Conditional GAN NeurIPS 2019 Modeling the Long Term Future in Model-Based Reinforcement Learning ICLR 2019 Modelling the Dynamics of Multiagent Q-Learning in Repeated Symmetric Games: a Mean Field Theoretic Approach NeurIPS 2019 Modular Universal Reparameterization: Deep Multi-task Learning Across Diverse Domains NeurIPS 2019 Moment Matching for Multi-Source Domain Adaptation ICCV 2019 MotionTransformer: Transferring Neural Inertial Tracking between Domains AAAI 2019 MSIT_SRIB at MEDIQA 2019: Knowledge Directed Multi-task Framework for Natural Language Inference in Clinical Domain. ACL 2019 MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation CVPR 2019 Multi-class Heterogeneous Domain Adaptation JMLR 2019 Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion NAACL 2019 Multi-Dialect Acoustic Modeling Using Phone Mapping and Online i-Vectors Interspeech 2019 Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data EMNLP 2019 MultiFiT: Efficient Multi-lingual Language Model Fine-tuning EMNLP 2019 Multi-Garment Net: Learning to Dress 3D People From Images ICCV 2019 Multi-Granularity Generator for Temporal Action Proposal CVPR 2019 Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification ACL 2019 Multilingual and Multi-Aspect Hate Speech Analysis EMNLP 2019 Multilingual Grammar Induction with Continuous Language Identification EMNLP 2019 Multilingual prediction of Alzheimer’s disease through domain adaptation and concept-based language modelling NAACL 2019 Multilingual Unsupervised NMT using Shared Encoder and Language-Specific Decoders ACL 2019 Multimedia Simultaneous Translation System for Minority Language Communication with Mandarin Interspeech 2019