Search Results for author: Anuj Singh

Found 4 papers, 4 papers with code

GeNIe: Generative Hard Negative Images Through Diffusion

1 code implementation5 Dec 2023 Soroush Abbasi Koohpayegani, Anuj Singh, K L Navaneet, Hadi Jamali-Rad, Hamed Pirsiavash

To achieve this, inspired by recent diffusion based image editing techniques, we limit the number of diffusion iterations to ensure the generated image retains low-level and background features from the source image while representing the target category, resulting in a hard negative sample for the source category.

Data Augmentation Image Generation

Federated Learning with Taskonomy for Non-IID Data

1 code implementation29 Mar 2021 Hadi Jamali-Rad, Mohammad Abdizadeh, Anuj Singh

Classical federated learning approaches incur significant performance degradation in the presence of non-IID client data.

Fairness Federated Learning

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