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 Differentially Private Recurrent Language Models
ICLR 2018
Learning Domain Representation for Multi-Domain Sentiment Classification
NAACL 2018
Learning Domain-Sensitive and Sentiment-Aware Word Embeddings
ACL 2018
Learning from Chunk-based Feedback in Neural Machine Translation
ACL 2018
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation
CVPR 2018
Learning Hidden Unit Contribution for Adapting Neural Machine Translation Models
NAACL 2018
Learning Memory Access Patterns
ICML 2018
Learning Representations for Detecting Abusive Language
EMNLP 2018
Learning Rich Features for Image Manipulation Detection
CVPR 2018
Learning Robust Rewards with Adverserial Inverse Reinforcement Learning
ICLR 2018
Learning Semantic Representations for Unsupervised Domain Adaptation
ICML 2018
Learning SMaLL Predictors
NeurIPS 2018
Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks
CVPR 2018
Learning to Adapt Structured Output Space for Semantic Segmentation
CVPR 2018
Learning to cluster in order to transfer across domains and tasks
ICLR 2018
Learning to Converse with Noisy Data: Generation with Calibration
IJCAI 2018
Learning to Optimize Tensor Programs
NeurIPS 2018
Learning to Reconstruct Shapes from Unseen Classes
NeurIPS 2018
Learning to Segment Every Thing
CVPR 2018
LEARNING TO SHARE: SIMULTANEOUS PARAMETER TYING AND SPARSIFICATION IN DEEP LEARNING
ICLR 2018
Learning to Sketch With Shortcut Cycle Consistency
CVPR 2018
Learning to Specialize with Knowledge Distillation for Visual Question Answering
NeurIPS 2018
Learning To Split and Rephrase From Wikipedia Edit History
EMNLP 2018
Learning to Teach
ICLR 2018
Learning towards Minimum Hyperspherical Energy
NeurIPS 2018