Towards Analyzing Semantic Robustness of Deep Neural Networks
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2020 |
Hamdi, Abdullah |
WaveTransform: Crafting Adversarial Examples via Input Decomposition
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2020 |
Anshumaan, Divyam |
Classifying Nuclei Shape Heterogeneity in Breast Tumors with Skeletons
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2020 |
Falkenstein, Brian |
Improving Blind Spot Denoising for Microscopy
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2020 |
Goncharova, Anna S. |
Learning to Segment Microscopy Images with Lazy Labels
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2020 |
Ke, Rihuan |
Multi-CryoGAN: Reconstruction of Continuous Conformations in Cryo-EM Using Generative Adversarial Networks
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2020 |
Gupta, Harshit |
Data Augmentation Techniques for the Video Question Answering Task
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2020 |
Falcon, Alex |
EyeSeg: Fast and Efficient Few-Shot Semantic Segmentation
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2020 |
Perry, Jonathan |
Bi-Dimensional Feature Alignment for Cross-Domain Object Detection
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2020 |
Zhao, Zhen |
Likelihood Landscapes: A Unifying Principle Behind Many Adversarial Defenses
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2020 |
Lin, Fu |
Jacks of All Trades, Masters of None: Addressing Distributional Shift and Obtrusiveness via Transparent Patch Attacks
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2020 |
Fendley, Neil |
Adversarial Shape Perturbations on 3D Point Clouds
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2020 |
Liu, Daniel |
Adversarial Robustness of Open-Set Recognition: Face Recognition and Person Re-identification
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2020 |
Gong, Xiao |
Adversarial Attack on Deepfake Detection Using RL Based Texture Patches
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2020 |
Fernandes, Steven Lawrence |
Bionic Tracking: Using Eye Tracking to Track Biological Cells in Virtual Reality
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2020 |
Günther, Ulrik |
Feedback Attention for Cell Image Segmentation
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2020 |
Tsuda, Hiroki |
Dynamic Image for 3D MRI Image Alzheimer's Disease Classification
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2020 |
Xing, Xin |
Probabilistic Deep Learning for Instance Segmentation
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2020 |
Rumberger, Josef Lorenz |
Registration of Multi-modal Volumetric Images by Establishing Cell Correspondence
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2020 |
Lalit, Manan |
Efficiency in Real-Time Webcam Gaze Tracking
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2020 |
Gudi, Amogh |