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)
Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices
NeurIPS 2018
Multi-Scale Dense Networks for Resource Efficient Image Classification
ICLR 2018
Multi-Source Domain Adaptation with Mixture of Experts
EMNLP 2018
Multi-Source Neural Machine Translation with Data Augmentation
EMNLP 2018
Multitask Boosting for Survival Analysis with Competing Risks
NeurIPS 2018
Multi-task learning for historical text normalization: Size matters
ACL 2018
Multi-task learning for interpretable cause of death classification using key phrase prediction
ACL 2018
Multi-Task Zipping via Layer-wise Neuron Sharing
NeurIPS 2018
Multiwinner Voting with Fairness Constraints
IJCAI 2018
Music Genre Recognition Using Deep Neural Networks and Transfer Learning
Interspeech 2018
Music Source Activity Detection and Separation Using Deep Attractor Network
Interspeech 2018
Named-Entity Tagging and Domain adaptation for Better Customized Translation
ACL 2018
Natural and Effective Obfuscation by Head Inpainting
CVPR 2018
NestedNet: Learning Nested Sparse Structures in Deep Neural Networks
CVPR 2018
Network Approximation using Tensor Sketching
IJCAI 2018
Neural Adaptation Layers for Cross-domain Named Entity Recognition
EMNLP 2018
Neural Adaptive Content-aware Internet Video Delivery
OSDI 2018
Neural Guided Constraint Logic Programming for Program Synthesis
NeurIPS 2018
Neural Language Codes for Multilingual Acoustic Models
Interspeech 2018
Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis
CoNLL 2018
Neural Proximal Gradient Descent for Compressive Imaging
NeurIPS 2018
Neural Relation Classification with Text Descriptions
COLING 2018
Neural Response Ranking for Social Conversation: A Data-Efficient Approach
EMNLP 2018
Neural Style Transfer via Meta Networks
CVPR 2018
NICT’s Corpus Filtering Systems for the WMT18 Parallel Corpus Filtering Task
EMNLP 2018