WebFew-Shot Guided Mix for DNN Repairing. Xuhong Ren, Bing Yu, Hua Qi, Felix Juefei-Xu, Zhuo Li, Wanli Xue, Lei Ma and Jianjun Zhao. 2024 IEEE International Conference on Software Maintenance and Evolution . Adelaide, Australia. September, 2024. Journal Paper. GBGallery: A benchmark and framework for game testing. WebFew-Shot Guided Mix for DNN Repairing Citing conference paper Sep 2024 Xuhong Ren Bing Yu Hua Qi Felix Juefei-Xu Jianjun Zhao View ... Using the latent features that the auto-encoder has gleaned...
What to Blame? On the Granularity of Fault Localization for Deep …
WebFig. 7: Comparing the effectiveness and robustness of repairing methods on ResNet-18 by repairing the DNNs on one of the Tiny-Imagenet’s corruption dataset Dci (Tiny-ImageNet-C) and evaluating on the other corruption dataset {Dck Dck ∈ Dc, k 6= i}. - "ArchRepair: Block-Level Architecture-Oriented Repairing for Deep Neural Networks" WebMar 24, 2024 · Few-Shot Guided Mix for DNN Repairing. Xuhong Ren, Bing Yu, +5 authors Jianjun Zhao; Computer Science. 2024 IEEE International Conference on Software Maintenance and Evolution (ICSME) 2024; TLDR. osrs toa 450 invocation
Figure 3 from ArchRepair: Block-Level Architecture-Oriented Repairing …
WebThe creation or manipulation of facial appearance through deep generative approaches, known as DeepFake, have achieved significant progress and promoted a wide range of … WebSep 28, 2024 · Few-Shot Guided Mix for DNN Repairing Abstract: Although deep neural networks (DNNs) achieve rather high performance in many cutting-edge applications … WebTable 3: Ablation study of DeepRepair.We consider two variants. The first use uniform sampling to select reference images for style-guided data augmentation (i.e., Eq. 3) and we denote it as ‘no-cluster’. The second one use Eq. 5 for clustering-guided sampling and we denote it as ‘cluster’. We compare the two methods via the accuracy of repaired DNNs … osrs toadflax grow time