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
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Papers (including subtopics)
Data-Free Quantization Through Weight Equalization and Bias Correction
ICCV 2019
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum
NeurIPS 2019
Data Poisoning against Differentially-Private Learners: Attacks and Defenses
IJCAI 2019
Data Set for Stance and Sentiment Analysis from User Comments on Croatian News
ACL 2019
Data Shapley: Equitable Valuation of Data for Machine Learning
ICML 2019
DataWig: Missing Value Imputation for Tables
JMLR 2019
DavinciGAN: Unpaired Surgical Instrument Translation for Data Augmentation
MIDL 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation
AAAI 2019
Deanonymizing Social Networks Using Structural Information
IJCAI 2019
Debiasing Embeddings for Reduced Gender Bias in Text Classification
ACL 2019
DeceptionNet: Network-Driven Domain Randomization
ICCV 2019
Decoding EEG by Visual-guided Deep Neural Networks
IJCAI 2019
Decomposable Neural Paraphrase Generation
ACL 2019
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask
NeurIPS 2019
Decorrelated Adversarial Learning for Age-Invariant Face Recognition
CVPR 2019
Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement
ICCV 2019
Deep ChArUco: Dark ChArUco Marker Pose Estimation
CVPR 2019
DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis
IJCAI 2019
Deep Defocus Map Estimation Using Domain Adaptation
CVPR 2019
Deep Elastic Networks With Model Selection for Multi-Task Learning
ICCV 2019
DeepFuzz: Automatic Generation of Syntax Valid C Programs for Fuzz Testing
AAAI 2019
Deep Gamblers: Learning to Abstain with Portfolio Theory
NeurIPS 2019
Deep Head Pose Estimation Using Synthetic Images and Partial Adversarial Domain Adaption for Continuous Label Spaces
ICCV 2019
Deep Hierarchical Fusion with Application in Sentiment Analysis
Interspeech 2019
Deep Interest Evolution Network for Click-Through Rate Prediction
AAAI 2019