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Workshop
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In Search of the Successful Interpolation: On the Role of Sharpness in CLIP Generalization
alireza abdollahpour
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Workshop
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Sat 15:30
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Josh Gardner (Apple):Toward Robust, Reliable, and Generalizable Tabular Data Models
Josh Gardner
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Affinity Event
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Robust Split-Federated Learning model Using Co-learning mechanism for Medical Image Segmentation
Zahra Hafezi · Hadi Hadizadeh · Parvaneh Saeedi
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Workshop
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Pruning for Robust Concept Erasing in Diffusion Models
Tianyun Yang · Ziniu Li · Juan Cao · Chang Xu
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Workshop
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Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity
Rheeya Uppaal · Apratim Dey · Yiting He · Yiqiao Zhong · Junjie Hu
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Poster
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Fri 11:00
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TSDS: Data Selection for Task-Specific Model Finetuning
Zifan Liu · Amin Karbasi · Theodoros Rekatsinas
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Poster
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Wed 16:30
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Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models
Junjiao Tian · Chengyue Huang · Zsolt Kira
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Workshop
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Shallow Diffuse: Robust and Invisible Watermarking through Low-Dimensional Subspaces in Diffusion Models
Wenda Li · Huijie Zhang · Qing Qu
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Poster
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Thu 11:00
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On the Robustness of Spectral Algorithms for Semirandom Stochastic Block Models
Aditya Bhaskara · Agastya Jha · Michael Kapralov · Naren Manoj · Davide Mazzali · Weronika Wrzos-Kaminska
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Poster
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Thu 16:30
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Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise
Yeonguk Yu · Minhwan Ko · Sungho Shin · Kangmin Kim · Kyoobin Lee
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Poster
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Wed 11:00
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Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models
Lu Yu · Haiyang Zhang · Changsheng Xu
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Workshop
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Sat 8:20
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AIM-FM: Advancements In Medical Foundation Models: Explainability, Robustness, Security, and Beyond
Yixuan Yuan · Yao Qin · Xiang Li · Ying Wei · Bulat Ibragimov · Linda Petzold
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