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
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'25
Papers (including subtopics)
Local Binary Pattern Networks
WACV 2020
Local Differential Privacy for Sampling
AISTATS 2020
Localizing Grouped Instances for Efficient Detection in Low-Resource Scenarios
WACV 2020
(Locally) Differentially Private Combinatorial Semi-Bandits
ICML 2020
Locally Differentially Private (Contextual) Bandits Learning
NeurIPS 2020
Locally Private Hypothesis Selection
COLT 2020
LOGAN: Local Group Bias Detection by Clustering
EMNLP 2020
Logic-Guided Data Augmentation and Regularization for Consistent Question Answering
ACL 2020
Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment
NeurIPS 2020
Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification
AAAI 2020
Long Short-Term Sample Distillation
AAAI 2020
"Looking at the Right Stuff" - Guided Semantic-Gaze for Autonomous Driving
CVPR 2020
Look One and More: Distilling Hybrid Order Relational Knowledge for Cross-Resolution Image Recognition
AAAI 2020
Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation
EMNLP 2020
Loss Control with Rank-one Covariance Estimate for Short-term Portfolio Optimization
JMLR 2020
Low Distortion Block-Resampling with Spatially Stochastic Networks
NeurIPS 2020
Low-Latency Single Channel Speech Dereverberation Using U-Net Convolutional Neural Networks
Interspeech 2020
Low Latency Speech Recognition Using End-to-End Prefetching
Interspeech 2020
Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer
CVPR 2020
LSM: Learning Subspace Minimization for Low-Level Vision
CVPR 2020
LTF: A Label Transformation Framework for Correcting Label Shift
ICML 2020
LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation
Interspeech 2020
M2m: Imbalanced Classification via Major-to-Minor Translation
CVPR 2020
Machine Translation for English–Inuktitut with Segmentation, Data Acquisition and Pre-Training
EMNLP 2020
Maintaining Discrimination and Fairness in Class Incremental Learning
CVPR 2020