Search Results for author: Dongping Zhang

Found 3 papers, 1 papers with code

Federated Unlearning for Human Activity Recognition

no code implementations17 Jan 2024 Kongyang Chen, Dongping Zhang, Yaping Chai, Weibin Zhang, Shaowei Wang, Jiaxing Shen

In response, we propose a lightweight machine unlearning method for refining the FL HAR model by selectively removing a portion of a client's training data.

Federated Learning Human Activity Recognition +1

Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling

no code implementations16 Jan 2024 Dongping Zhang, Angelos Chatzimparmpas, Negar Kamali, Jessica Hullman

As deep neural networks are more commonly deployed in high-stakes domains, their black-box nature makes uncertainty quantification challenging.

Conformal Prediction Decision Making +2

A positive feedback method based on F-measure value for Salient Object Detection

1 code implementation28 Apr 2023 Ailing Pan, Chao Dai, Chen Pan, Dongping Zhang, Yunchao Xu

The majority of current salient object detection (SOD) models are focused on designing a series of decoders based on fully convolutional networks (FCNs) or Transformer architectures and integrating them in a skillful manner.

object-detection Object Detection +2

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