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
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'25
Papers (including subtopics)
Faster Boosting with Smaller Memory
NeurIPS 2019
Fast Human Pose Estimation
CVPR 2019
Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells
CVPR 2019
FastSpeech: Fast, Robust and Controllable Text to Speech
NeurIPS 2019
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search
CVPR 2019
Feature-Critic Networks for Heterogeneous Domain Generalization
ICML 2019
Feature Denoising for Improving Adversarial Robustness
CVPR 2019
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels
EMNLP 2019
Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data
ICML 2019
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks
MLHC 2019
Feature-Wise Bias Amplification
ICLR 2019
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification
EMNLP 2019
Few-Shot Adaptive Faster R-CNN
CVPR 2019
Few-Shot Learning via Saliency-Guided Hallucination of Samples
CVPR 2019
Filtering of Noisy Parallel Corpora Based on Hypothesis Generation
ACL 2019
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration
CVPR 2019
Finding Options that Minimize Planning Time
ICML 2019
Findings of the First Shared Task on Machine Translation Robustness
ACL 2019
Findings of the WMT 2019 Shared Task on Parallel Corpus Filtering for Low-Resource Conditions
ACL 2019
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation
EMNLP 2019
Fine-Grained Search Space Classification for Hard Enumeration Variants of Subset Problems
AAAI 2019
Fine-tune BERT with Sparse Self-Attention Mechanism
EMNLP 2019
Fingerspelling Recognition in the Wild With Iterative Visual Attention
ICCV 2019
FireCast: Leveraging Deep Learning to Predict Wildfire Spread
IJCAI 2019
Fixing the train-test resolution discrepancy
NeurIPS 2019