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)
Identifying Depression on Reddit: The Effect of Training Data
EMNLP 2018
Identifying Domain Adjacent Instances for Semantic Parsers
EMNLP 2018
Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach
ACL 2018
Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification
ACL 2018
Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification
CVPR 2018
Image-level to Pixel-wise Labeling: From Theory to Practice
IJCAI 2018
Image to Image Translation for Domain Adaptation
CVPR 2018
Imbalance Learning-based Framework for Fear Recognition in the MediaEval Emotional Impact of Movies Task
Interspeech 2018
Impact of Different Speech Types on Listening Effort
Interspeech 2018
Implementing Fusion Techniques for the Classification of Paralinguistic Information
Interspeech 2018
Importance Weighted Adversarial Nets for Partial Domain Adaptation
CVPR 2018
Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty
IJCAI 2018
Improved Training for Online End-to-end Speech Recognition Systems
Interspeech 2018
Improvements to an Automated Content Scoring System for Spoken CALL Responses: the ETS Submission to the Second Spoken CALL Shared Task
Interspeech 2018
Improving Character-Based Decoding Using Target-Side Morphological Information for Neural Machine Translation
NAACL 2018
Improving Classification of Twitter Behavior During Hurricane Events
ACL 2018
Improving Cross-Lingual Knowledge Transferability Using Multilingual TDNN-BLSTM with Language-Dependent Pre-Final Layer
Interspeech 2018
Improving Data Management using Domain Knowledge
IJCAI 2018
Improving DNNs Trained with Non-Native Transcriptions Using Knowledge Distillation and Target Interpolation
Interspeech 2018
Improving Implicit Recommender Systems with View Data
IJCAI 2018
Improving Online Algorithms via ML Predictions
NeurIPS 2018
Improving Simple Models with Confidence Profiles
NeurIPS 2018
Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising
ICML 2018
Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms
ICML 2018
Incorporating Chinese Characters of Words for Lexical Sememe Prediction
ACL 2018