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)
Deep Lagrangian Networks: Using Physics as Model Prior for Deep Learning
ICLR 2019
Deep Leakage from Gradients
NeurIPS 2019
Deep Learning Based Multi-Channel Speaker Recognition in Noisy and Reverberant Environments
Interspeech 2019
Deeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems
AAAI 2019
Deep Mixture of Experts via Shallow Embedding
UAI 2019
Deep Model Transferability from Attribution Maps
NeurIPS 2019
Deep Multi-Task Learning with Adversarial-and-Cooperative Nets
IJCAI 2019
Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data
AAAI 2019
Deep Optimal Stopping
JMLR 2019
Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference
EMNLP 2019
Deep Residual Learning in the JPEG Transform Domain
ICCV 2019
Deep Robust Subjective Visual Property Prediction in Crowdsourcing
CVPR 2019
Deep Single Image Camera Calibration With Radial Distortion
CVPR 2019
Deep Spherical Quantization for Image Search
CVPR 2019
Deep Supervised Hashing With Anchor Graph
ICCV 2019
Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks
CVPR 2019
DeepWave: A Recurrent Neural-Network for Real-Time Acoustic Imaging
NeurIPS 2019
Defending Neural Backdoors via Generative Distribution Modeling
NeurIPS 2019
Defense Against Adversarial Attacks Using Feature Scattering-based Adversarial Training
NeurIPS 2019
Defensive Quantization: When Efficiency Meets Robustness
ICLR 2019
Delayed Impact of Fair Machine Learning
IJCAI 2019
Deniable Upload and Download via Passive Participation
NSDI 2019
Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization
CVPR 2019
Depthwise Convolution Is All You Need for Learning Multiple Visual Domains
AAAI 2019
DeRPN: Taking a Further Step toward More General Object Detection
AAAI 2019