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)
Learning to Write Stylized Chinese Characters by Reading a Handful of Examples
IJCAI 2018
Learning Transferable UAV for Forest Visual Perception
IJCAI 2018
Learning Versatile Filters for Efficient Convolutional Neural Networks
NeurIPS 2018
Learning with Abandonment
ICML 2018
Learning with Complex Loss Functions and Constraints
AISTATS 2018
Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets
NAACL 2018
LegoOS: A Disseminated, Distributed OS for Hardware Resource Disaggregation
OSDI 2018
Lessons from Natural Language Inference in the Clinical Domain
EMNLP 2018
Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation
NAACL 2018
Lessons Learned in Multilingual Grounded Language Learning
CoNLL 2018
Leveraging News Sentiment to Improve Microblog Sentiment Classification in the Financial Domain
ACL 2018
Lexical and Acoustic Deep Learning Model for Personality Recognition
Interspeech 2018
Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data
ICML 2018
Line separation from topographic maps using regional color and spatial information
IJCAI 2018
Ling@CASS Solution to the NLP-TEA CGED Shared Task 2018
ACL 2018
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation
CVPR 2018
Liulishuo's System for the Spoken CALL Shared Task 2018
Interspeech 2018
Local Differential Privacy for Evolving Data
NeurIPS 2018
Locally Private Hypothesis Testing
ICML 2018
Local Private Hypothesis Testing: Chi-Square Tests
ICML 2018
Low-rank passthrough neural networks
ACL 2018
LRMM: Learning to Recommend with Missing Modalities
EMNLP 2018
Machine Learning Powered Data Platform for High-Quality Speech and NLP Workflows
Interspeech 2018
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models
NeurIPS 2018
MAGAN: Aligning Biological Manifolds
ICML 2018