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)
Recurrent Transformer Networks for Semantic Correspondence
NeurIPS 2018
Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction
ACL 2018
Reducing Gender Bias in Abusive Language Detection
EMNLP 2018
Refining Synthetic Images with Semantic Layouts by Adversarial Training
ACML 2018
Regularized Training Objective for Continued Training for Domain Adaptation in Neural Machine Translation
ACL 2018
Regularizing and Optimizing LSTM Language Models
ICLR 2018
Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method
IJCAI 2018
Repairing ASR output by Artificial Development and Ontology based Learning
IJCAI 2018
Representation Learning for Treatment Effect Estimation from Observational Data
NeurIPS 2018
Representing Urban Functions through Zone Embedding with Human Mobility Patterns
IJCAI 2018
Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels
IJCAI 2018
Residual Parameter Transfer for Deep Domain Adaptation
CVPR 2018
Residual Unfairness in Fair Machine Learning from Prejudiced Data
ICML 2018
ResQ: Enabling SLOs in Network Function Virtualization
NSDI 2018
Results of the WMT18 Metrics Shared Task: Both characters and embeddings achieve good performance
EMNLP 2018
Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs
EMNLP 2018
Reusing Weights in Subword-Aware Neural Language Models
NAACL 2018
Reversible Recurrent Neural Networks
NeurIPS 2018
Revisiting (ε, γ, τ)-similarity learning for domain adaptation
NeurIPS 2018
Revisiting neural relation classification in clinical notes with external information
EMNLP 2018
Re-Weighted Adversarial Adaptation Network for Unsupervised Domain Adaptation
CVPR 2018
R-FCN-3000 at 30fps: Decoupling Detection and Classification
CVPR 2018
RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs
ACML 2018
Risk-Constrained Reinforcement Learning with Percentile Risk Criteria
JMLR 2018
RiskFinder: A Sentence-level Risk Detector for Financial Reports
NAACL 2018