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
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Papers (including subtopics)
Cut-Pursuit Algorithm for Regularizing Nonsmooth Functionals with Graph Total Variation
ICML 2018
Cutting the Software Building Efforts in Continuous Integration by Semi-Supervised Online AUC Optimization
IJCAI 2018
CyCADA: Cycle-Consistent Adversarial Domain Adaptation
ICML 2018
Data Augmentation for Neural Online Chats Response Selection
EMNLP 2018
Data Augmentation Improves Recognition of Foreign Accented Speech
Interspeech 2018
Data Augmentation Using Healthy Speech for Dysarthric Speech Recognition
Interspeech 2018
Data Augmentation via Dependency Tree Morphing for Low-Resource Languages
EMNLP 2018
Data Distillation: Towards Omni-Supervised Learning
CVPR 2018
Data-driven Onboard Scheduling for an Autonomous Observation Satellite
IJCAI 2018
Data Independent Sequence Augmentation Method for Acoustic Scene Classification
Interspeech 2018
Data Requirements, Selection and Augmentation for DNN-based Speech Synthesis from Crowdsourced Data
Interspeech 2018
DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion Classification of Tweets with Deep Learning
EMNLP 2018
Data Selection with Feature Decay Algorithms Using an Approximated Target Side
EMNLP 2018
Datasets of Slovene and Croatian Moderated News Comments
EMNLP 2018
DCFNet: Deep Neural Network with Decomposed Convolutional Filters
ICML 2018
Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning
ICML 2018
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing
EMNLP 2018
Deep Cauchy Hashing for Hamming Space Retrieval
CVPR 2018
Deep Cocktail Network: Multi-Source Unsupervised Domain Adaptation With Category Shift
CVPR 2018
Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation
CVPR 2018
Deep Cross-Media Knowledge Transfer
CVPR 2018
Deep Diffeomorphic Transformer Networks
CVPR 2018
Deep EHR: Chronic Disease Prediction Using Medical Notes
MLHC 2018
Deep Embedded Clustering with Data Augmentation
ACML 2018
Deep End-to-End Time-of-Flight Imaging
CVPR 2018