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
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'25
Papers (including subtopics)
Adversarial Domain Adaptation with Domain Mixup
AAAI 2020
Adversarial Filters of Dataset Biases
ICML 2020
Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks
IJCAI 2020
Adversarial-Learned Loss for Domain Adaptation
AAAI 2020
Adversarial Learning of Privacy-Preserving and Task-Oriented Representations
AAAI 2020
Adversarially Robust Distillation
AAAI 2020
Adversarially Robust Representations with Smooth Encoders
ICLR 2020
Adversarially Robust Streaming Algorithms via Differential Privacy
NeurIPS 2020
Adversarial Robustness for Code
ICML 2020
Adversarial Separation and Adaptation Network for Far-Field Speaker Verification
Interspeech 2020
Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation
NeurIPS 2020
Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis
AAAI 2020
Adversarial Transformations for Semi-Supervised Learning
AAAI 2020
Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization
CVPR 2020
A Fair Classifier Using Kernel Density Estimation
NeurIPS 2020
A Fair Comparison of Graph Neural Networks for Graph Classification
ICLR 2020
Affective Event Classification with Discourse-enhanced Self-training
EMNLP 2020
A First Principles Approach for Data-Efficient System Identification of Spring-Rod Systems via Differentiable Physics Engines
L4DC 2020
A Flexible Selection Scheme for Minimum-Effort Transfer Learning
WACV 2020
A Framework to Assist Chat Operators of Mental Healthcare Services
EMNLP 2020
A Gamified Assessment Platform for Predicting the Risk of Dementia +Parkinson’s disease (DPD) Co-Morbidity
IJCAI 2020
A General Approach to Fairness with Optimal Transport
AAAI 2020
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces
AAAI 2020
A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation
WACV 2020
A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings
EMNLP 2020