Chen, Pin-Yu
596  Ergebnisse:
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1

Model Reprogramming Outperforms Fine-tuning on Out-of-distr..:

, In: 2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML),
Geng, Andrew ; Chen, Pin-Yu - p. 552-568 , 2024
 
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2

Improving Privacy-Preserving Vertical Federated Learning by..:

, In: 2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML),
Xie, Chulin ; Chen, Pin-Yu ; Li, Qinbin... - p. 443-471 , 2024
 
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3

Contributors:

, In: Federated Learning,
Agussurja, Lucas ; Aramoon, Omid ; Arora, Sanjeev... - p. xvii-xxi , 2024
 
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4

Masking Improves Contrastive Self-Supervised Learning for C..:

, In: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),
Chin, Zhi-Yi ; Jiang, Chieh-Ming ; Huang, Ching-Chun.. - p. 2749-2758 , 2024
 
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5

MulBERRY: Enabling Bit-Error Robustness for Energy-Efficien..:

, In: Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2,
 
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6

On Dark Knowledge for Distilling Generators:

, In: Advances in Knowledge Discovery and Data Mining; Lecture Notes in Computer Science,
Hong, Chi ; Birke, Robert ; Chen, Pin-Yu. - p. 235-247 , 2024
 
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7

Meta-federated learning:

, In: Federated Learning,
Aramoon, Omid ; Chen, Pin-Yu ; Qu, Gang. - p. 161-179 , 2024
 
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8

Randomization-based defense:

, In: Adversarial Robustness for Machine Learning,
Chen, Pin-Yu ; Hsieh, Cho-Jui - p. 127-136 , 2023
 
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9

Causalainer: Causal Explainer for Automatic Video Summariza..:

, In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW),
Huang, Jia-Hong ; Yang, Chao-Han Huck ; Chen, Pin-Yu.. - p. 2630-2636 , 2023
 
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10

Adversarial attacks beyond image classification:

, In: Adversarial Robustness for Machine Learning,
Chen, Pin-Yu ; Hsieh, Cho-Jui - p. 59-69 , 2023
 
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11

Model watermarking and fingerprinting:

, In: Adversarial Robustness for Machine Learning,
Chen, Pin-Yu ; Hsieh, Cho-Jui - p. 227-239 , 2023
 
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12

Reprogrammable-FL: Improving Utility-Privacy Tradeoff in Fe..:

, In: 2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML),
Arif, Huzaifa ; Gittens, Alex ; Chen, Pin-Yu - p. 197-209 , 2023
 
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13

Inference and Denoise: Causal Inference-Based Neural Speech..:

, In: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP),
 
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14

Unraveling the Connections between Privacy and Certified Ro..:

, In: Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security,
Xie, Chulin ; Long, Yunhui ; Chen, Pin-Yu... - p. 1511-1525 , 2023
 
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15

Background and motivation:

, In: Adversarial Robustness for Machine Learning,
Chen, Pin-Yu ; Hsieh, Cho-Jui - p. 3-12 , 2023
 
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