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)
Achieving Non-Discrimination in Prediction
IJCAI 2018
A Chinese Writing Correction System for Learning Chinese as a Foreign Language
COLING 2018
A Classification-Based Study of Covariate Shift in GAN Distributions
ICML 2018
A Cloaking Mechanism to Mitigate Market Manipulation
IJCAI 2018
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature
ACL 2018
Acoustic and Textual Data Augmentation for Improved ASR of Code-Switching Speech
Interspeech 2018
A Crowd-Annotated Spanish Corpus for Humor Analysis
ACL 2018
Active Fixation Control to Predict Saccade Sequences
CVPR 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation
CVPR 2018
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost
ICML 2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization
EMNLP 2018
Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text
COLING 2018
Adaptive Sampling Towards Fast Graph Representation Learning
NeurIPS 2018
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification
EMNLP 2018
Addressing Low-Resource Scenarios with Character-aware Embeddings
NAACL 2018
A Direct Approach for Sparse Quadratic Discriminant Analysis
JMLR 2018
A DIRT-T Approach to Unsupervised Domain Adaptation
ICLR 2018
Advances and Challenges in Privacy Preserving Planning
IJCAI 2018
Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data
CVPR 2018
Adversarial Distillation of Bayesian Neural Network Posteriors
ICML 2018
Adversarial Domain Adaptation for Duplicate Question Detection
EMNLP 2018
Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems
COLING 2018
Adversarial Dropout Regularization
ICLR 2018
Adversarial Feature Adaptation for Cross-lingual Relation Classification
COLING 2018
Adversarial Feature Augmentation for Unsupervised Domain Adaptation
CVPR 2018