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

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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

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Papers (including subtopics)

Spatially-Invariant Style-Codes Controlled Makeup Transfer CVPR 2021 Spatial-temporal Causal Inference for Partial Image-to-video Adaptation AAAI 2021 SpeakerStew: Scaling to Many Languages with a Triaged Multilingual Text-Dependent and Text-Independent Speaker Verification System Interspeech 2021 Specializing Multilingual Language Models: An Empirical Study EMNLP 2021 Speech Emotion Recognition with Multi-Task Learning Interspeech 2021 SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding NAACL 2021 Spoken ObjectNet: A Bias-Controlled Spoken Caption Dataset Interspeech 2021 SRDAN: Scale-Aware and Range-Aware Domain Adaptation Network for Cross-Dataset 3D Object Detection CVPR 2021 StacMR: Scene-Text Aware Cross-Modal Retrieval WACV 2021 Stanford MLab at SemEval-2021 Task 8: 48 Hours Is All You Need SemEval 2021 StarNet: towards Weakly Supervised Few-Shot Object Detection AAAI 2021 Statistically and Computationally Efficient Linear Meta-representation Learning NeurIPS 2021 Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 AAAI 2021 STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning NeurIPS 2021 Story Centaur: Large Language Model Few Shot Learning as a Creative Writing Tool EACL 2021 STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP 2021 Structural Pre-training for Dialogue Comprehension ACL 2021 Student Customized Knowledge Distillation: Bridging the Gap Between Student and Teacher ICCV 2021 Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding ACL 2021 Subgraph Federated Learning with Missing Neighbor Generation NeurIPS 2021 Subject Guided Eye Image Synthesis With Application to Gaze Redirection WACV 2021 Subsequence Based Deep Active Learning for Named Entity Recognition ACL 2021 Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis AAAI 2021 Summarising Historical Text in Modern Languages EACL 2021 SUPERB: Speech Processing Universal PERformance Benchmark Interspeech 2021