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

3

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)

A Multi-Mode Modulator for Multi-Domain Few-Shot Classification ICCV 2021 A Multiplexed Network for End-to-End, Multilingual OCR CVPR 2021 Analogical Proportions: Why They Are Useful in AI IJCAI 2021 Analogy Training Multilingual Encoders AAAI 2021 Analysing the Noise Model Error for Realistic Noisy Label Data AAAI 2021 Analyzing Deep Neural Network's Transferability via Frechet Distance WACV 2021 Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance EMNLP 2021 An Attribute-Aligned Strategy for Learning Speech Representation Interspeech 2021 An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning NeurIPS 2021 An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games EACL 2021 An End-to-End Dialect Identification System with Transfer Learning from a Multilingual Automatic Speech Recognition Model Interspeech 2021 An Enhanced Advising Model in Teacher-Student Framework using State Categorization AAAI 2021 A New Representation of Successor Features for Transfer across Dissimilar Environments ICML 2021 An Exemplar Selection Algorithm for Native-Nonnative Voice Conversion Interspeech 2021 An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling EMNLP 2021 An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers ACL 2021 An Identifiable Double VAE For Disentangled Representations ICML 2021 An Interpretable Framework for Drug-Target Interaction with Gated Cross Attention MLHC 2021 An Investigation towards Differentially Private Sequence Tagging in a Federated Framework NAACL 2021 An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis EMNLP 2021 A Noise Robust Method for Word-Level Pronunciation Assessment Interspeech 2021 A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations ACL 2021 Anti-Aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation CVPR 2021 APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021 A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations ACL 2021