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)
Practical Applicability of Deep Neural Networks for Overlapping Speaker Separation
Interspeech 2019
Practical Differentially Private Top-k Selection with Pay-what-you-get Composition
NeurIPS 2019
PRADO: Projection Attention Networks for Document Classification On-Device
EMNLP 2019
Predicting the Leading Political Ideology of YouTube Channels Using Acoustic, Textual, and Metadata Information
Interspeech 2019
Predicting the Outcome of Deliberative Democracy: A Research Proposal
ACL 2019
Prediction of Mild Cognitive Impairment Conversion Using Auxiliary Information
IJCAI 2019
Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach
AAAI 2019
Pre-Trained Text Representations for Improving Front-End Text Processing in Mandarin Text-to-Speech Synthesis
Interspeech 2019
Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport
AISTATS 2019
Principal Component Analysis in the Local Differential Privacy Model
IJCAI 2019
Prior-Aware Neural Network for Partially-Supervised Multi-Organ Segmentation
ICCV 2019
Privacy Amplification by Mixing and Diffusion Mechanisms
NeurIPS 2019
Privacy-aware Synthesizing for Crowdsourced Data
IJCAI 2019
Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?
Interspeech 2019
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation
NeurIPS 2019
Privacy Preserving Image-Based Localization
CVPR 2019
Privacy Preserving Image Queries for Camera Localization
ICCV 2019
Privacy-Preserving Obfuscation of Critical Infrastructure Networks
IJCAI 2019
Privacy-Preserving Q-Learning with Functional Noise in Continuous Spaces
NeurIPS 2019
Privacy-Preserving Siamese Feature Extraction for Gender Recognition versus Speaker Identification
Interspeech 2019
Privacy-Preserving Speaker Recognition with Cohort Score Normalisation
Interspeech 2019
Privacy-Preserving Stacking with Application to Cross-organizational Diabetes Prediction
IJCAI 2019
Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification
Interspeech 2019
Private Center Points and Learning of Halfspaces
COLT 2019
Private Hypothesis Selection
NeurIPS 2019