How To Backdoor Federated Learning

Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, +2

arXiv (Cornell University)

Artificial IntelligenceStructured PredictionBackdoor Federated LearningEngineeringMachine Learning +13

Residual Networks Behave Like Ensembles of Relatively Shallow Networks

Andreas Veit, Michael J. Wilber, Serge Belongie

arXiv (Cornell University)

Artificial IntelligenceGeometric LearningConvolutional Neural NetworkResidual NetworksMachine Learning +15

Learning from Noisy Large-Scale Datasets with Minimal Supervision

Andreas Veit, Neil Alldrin, Gal Chechik, +3

Few-shot LearningConvolutional Neural NetworkEngineeringMachine LearningOpen Images Dataset +17

Deep Learning is Robust to Massive Label Noise

David Rolnick, Andreas Veit, Serge Belongie, +1

arXiv (Cornell University)

Data AugmentationDeep Neural NetworksEngineeringMachine LearningData Science +10

Understanding Robustness of Transformers for Image Classification

Srinadh Bhojanapalli, Ayan Chakrabarti, Daniel Gläsner, +3

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Convolutional Neural NetworkEngineeringMachine LearningRobust FeatureImage Classification +14

Residual networks behave like ensembles of relatively shallow networks

Andreas Veit, Michael J. Wilber, Serge Belongie

Neural Information Processing Systems

Artificial IntelligenceGeometric LearningConvolutional Neural NetworkResidual NetworksMachine Learning +15

Learning Visual Clothing Style with Heterogeneous Dyadic Co-Occurrences

Andreas Veit, Balázs Kovács, Sean Bell, +3

EngineeringMachine LearningVisual Clothing StyleStyle TransferVisual Similarity +16

COCO-Text: Dataset and Benchmark for Text Detection and Recognition in\n Natural Images

Andreas Veit, Tomáš Matera, Lukáš Neumann, +1

arXiv (Cornell University)

COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images

Andreas Veit, Tomáš Matera, Lukáš Neumann, +1

arXiv (Cornell University)

EngineeringMachine LearningMs Coco DatasetNatural ImagesNatural Language Processing +15

How To Backdoor Federated Learning.

Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, +2

International Conference on Artificial Intelligence and Statistics

Artificial IntelligenceStructured PredictionEngineeringMachine LearningInformation Security +14