| Evaluating Input Perturbation Methods for Interpreting CNNs and Saliency Map Comparison
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2020 |
Brunke, Lukas |
| Defenses Against Multi-sticker Physical Domain Attacks on Classifiers
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2020 |
Zhao, Xinwei |
| A Subpixel Residual U-Net and Feature Fusion Preprocessing for Retinal Vessel Segmentation
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2020 |
Dey, Sohom |
| Cardiac MR Image Sequence Segmentation with Temporal Motion Encoding
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2020 |
Wu, Pengxiang |
| W2S: Microscopy Data with Joint Denoising and Super-Resolution for Widefield to SIM Mapping
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2020 |
Zhou, Ruofan |
| Sequential Learning for Domain Generalization
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2020 |
Li, Da |
| Adversarial Transfer of Pose Estimation Regression
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2020 |
Chidlovskii, Boris |
| Self-Supervision for 3D Real-World Challenges
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2020 |
Alliegro, Antonio |
| Domain Generalization Using Shape Representation
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2020 |
Nazari, Narges Honarvar |
| Domain Generalization vs Data Augmentation: An Unbiased Perspective
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2020 |
Borlino, Francesco Cappio |
| Emotion Understanding in Videos Through Body, Context, and Visual-Semantic Embedding Loss
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2020 |
Filntisis, Panagiotis Paraskevas |
| A Deep Dive into Adversarial Robustness in Zero-Shot Learning
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2020 |
Yucel, Mehmet Kerim |
| Deep k-NN Defense Against Clean-Label Data Poisoning Attacks
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2020 |
Peri, Neehar |
| Ramifications of Approximate Posterior Inference for Bayesian Deep Learning in Adversarial and Out-of-Distribution Settings
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2020 |
Mitros, John |
| Robust Super-Resolution of Real Faces Using Smooth Features
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2020 |
Goswami, Saurabh |
| Improved Robustness to Open Set Inputs via Tempered Mixup
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2020 |
Roady, Ryne |
| Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation
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2020 |
Azad, Reza |
| Automated Assessment of the Curliness of Collagen Fiber in Breast Cancer
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2020 |
Paredes, David |
| DenoiSeg: Joint Denoising and Segmentation
|
2020 |
Buchholz, Tim-Oliver |
| DoubleU-Net: Colorectal Cancer Diagnosis and Gland Instance Segmentation with Text-Guided Feature Control
|
2020 |
Wang, Pei |
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