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)
Old Techniques in Differentially Private Linear Regression
ALT 2019
Omnidirectional Scene Text Detection with Sequential-free Box Discretization
IJCAI 2019
On Connecting Stochastic Gradient MCMC and Differential Privacy
AISTATS 2019
On Consistent Vertex Nomination Schemes
JMLR 2019
On-device Structured and Context Partitioned Projection Networks
ACL 2019
On Differentially Private Graph Sparsification and Applications
NeurIPS 2019
On Efficient Retrieval of Top Similarity Vectors
EMNLP 2019
One-Network Adversarial Fairness
AAAI 2019
One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Networks
IJCAI 2019
One-Pass Single-Channel Noisy Speech Recognition Using a Combination of Noisy and Enhanced Features
Interspeech 2019
One-Shot Voice Conversion with Global Speaker Embeddings
Interspeech 2019
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers
NeurIPS 2019
On Fair Cost Sharing Games in Machine Learning
AAAI 2019
On Human-Aligned Risk Minimization
NeurIPS 2019
On Knowledge distillation from complex networks for response prediction
NAACL 2019
On Learning Invariant Representations for Domain Adaptation
ICML 2019
Online abuse detection: the value of preprocessing and neural attention models
NAACL 2019
Online Distilling from Checkpoints for Neural Machine Translation
NAACL 2019
Online Hyper-Parameter Learning for Auto-Augmentation Strategy
ICCV 2019
Online Learning via the Differential Privacy Lens
NeurIPS 2019
Online Model Distillation for Efficient Video Inference
ICCV 2019
On Making Reading Comprehension More Comprehensive
EMNLP 2019
On Making Stochastic Classifiers Deterministic
NeurIPS 2019
On Measuring Gender Bias in Translation of Gender-neutral Pronouns
ACL 2019
On Measuring Social Biases in Sentence Encoders
NAACL 2019