Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
Learning to Sample
CVPR 2019
Learning to select for a predefined ranking
ICML 2019
Learning to Separate Multiple Illuminants in a Single Image
CVPR 2019
Learning To Simulate
ICLR 2019
Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks
AAAI 2019
Learning to Transfer Examples for Partial Domain Adaptation
CVPR 2019
Learning Transferable Feature Representations Using Neural Networks
ACL 2019
Learning Without Memorizing
CVPR 2019
Learn Spelling from Teachers: Transferring Knowledge from Language Models to Sequence-to-Sequence Speech Recognition
Interspeech 2019
Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting
ICCV 2019
LegoNet: Efficient Convolutional Neural Networks with Lego Filters
ICML 2019
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification
NeurIPS 2019
Leveraging Medical Literature for Section Prediction in Electronic Health Records
EMNLP 2019
Lexical Normalization of User-Generated Medical Text
ACL 2019
Lifelong GAN: Continual Learning for Conditional Image Generation
ICCV 2019
Light Field Messaging With Deep Photographic Steganography
CVPR 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks
ACL 2019
Limits of Private Learning with Access to Public Data
NeurIPS 2019
Linear Queries Estimation with Local Differential Privacy
AISTATS 2019
Linear Stochastic Bandits Under Safety Constraints
NeurIPS 2019
Lingua Custodia at WMT’19: Attempts to Control Terminology
ACL 2019
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019
EMNLP 2019
Linguistically-Informed Training of Acoustic Word Embeddings for Low-Resource Languages
Interspeech 2019
Linguistically Motivated Parallel Data Augmentation for Code-Switch Language Modeling
Interspeech 2019
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them
NAACL 2019