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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2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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Papers (including subtopics)

Modular Meta-Learning with Shrinkage NeurIPS 2020 Monolingual Transfer Learning via Bilingual Translators for Style-Sensitive Paraphrase Generation AAAI 2020 MTLB-STRUCT @Parseme 2020: Capturing Unseen Multiword Expressions Using Multi-task Learning and Pre-trained Masked Language Models COLING 2020 MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning CVPR 2020 MTSS: Learn from Multiple Domain Teachers and Become a Multi-Domain Dialogue Expert AAAI 2020 Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning ACL 2020 Multi-Agent Interactions Modeling with Correlated Policies ICLR 2020 Multi-attention Meta Learning for Few-shot Fine-grained Image Recognition IJCAI 2020 Multi-Cell Compositional LSTM for NER Domain Adaptation ACL 2020 Multi-Channel Convolutional Neural Networks with Adversarial Training for Few-Shot Relation Classification (Student Abstract) AAAI 2020 MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale EMNLP 2020 Multi-Domain Learning for Accurate and Few-Shot Color Constancy CVPR 2020 Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis EMNLP 2020 Multi-Label and Multilingual News Framing Analysis ACL 2020 Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs EMNLP 2020 Multilingual Argument Mining: Datasets and Analysis EMNLP 2020 Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer EMNLP 2020 Multi-Lingual Multi-Speaker Text-to-Speech Synthesis for Voice Cloning with Online Speaker Enrollment Interspeech 2020 Multilingual Speech Recognition Using Language-Specific Phoneme Recognition as Auxiliary Task for Indian Languages Interspeech 2020 Multi-Modal Embeddings Using Multi-Task Learning for Emotion Recognition Interspeech 2020 Multi-Path Learning for Object Pose Estimation Across Domains CVPR 2020 MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics IJCAI 2020 MultiQT: Multimodal learning for real-time question tracking in speech ACL 2020 Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency Interspeech 2020 Multi-Source Domain Adaptation for Visual Sentiment Classification AAAI 2020