Streamlined Photoacoustic Image Processing with Foundation Models: A Training-Free Solutionby Handi Deng, Yucheng Zhou, Jiaxuan…
Revisiting Random Weight Perturbation for Efficiently Improving Generalizationby Tao Li, Qinghua Tao, Weihao Yan, Zehao…
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentationby Taha Koleilat, Hojat Asgariandehkordi, Hassan…
Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image Annotationsby…
Friendly Sharpness-Aware Minimizationby Tao Li, Pan Zhou, Zhengbao He, Xinwen Cheng, Xiaolin HuangFirst submitted to…
Effective Gradient Sample Size via Variation Estimation for Accelerating Sharpness aware Minimizationby Jiaxin Deng, Junbiao…
Unknown Domain Inconsistency Minimization for Domain Generalizationby Seungjae Shin, HeeSun Bae, Byeonghu Na, Yoon-Yeong Kim,…
Beyond Single-Model Views for Deep Learning: Optimization versus Generalizability of Stochastic Optimization Algorithmsby Toki Tahmid…
FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustnessby Matteo Gambella, Fabrizio Pittorino, Manuel…
On the Duality Between Sharpness-Aware Minimization and Adversarial Trainingby Yihao Zhang, Hangzhou He, Jingyu Zhu,…