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12/18/2022
High-Performance Filters For GPUs
Filters approximately store a set of items while trading off accuracy fo...
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11/19/2022
Injectable Bubbles for Physiological Pressure Measurement
Microbubbles - used as contrast agents in ultrasound imaging - are impor...
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10/08/2022
IcebergHT: High Performance PMEM Hash Tables Through Stability and Low Associativity
Modern hash table designs strive to minimize space while maximizing spee...
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08/26/2022
Robust Prototypical Few-Shot Organ Segmentation with Regularized Neural-ODEs
Despite the tremendous progress made by deep learning models in image se...
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06/12/2021
Contrastive Semi-Supervised Learning for 2D Medical Image Segmentation
Contrastive Learning (CL) is a recent representation learning approach, ...
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03/01/2021
Domain Generalization via Inference-time Label-Preserving Target Projections
Generalization of machine learning models trained on a set of source dom...
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07/28/2020
Discrepancy Minimization in Domain Generalization with Generative Nearest Neighbors
Domain generalization (DG) deals with the problem of domain shift where ...
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06/15/2020
Skin Segmentation from NIR Images using Unsupervised Domain Adaptation through Generative Latent Search
Segmentation of the pixels corresponding to human skin is an essential f...
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05/11/2020
Target-Independent Domain Adaptation for WBC Classification using Generative Latent Search
Automating the classification of camera-obtained microscopic images of W...
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11/11/2019
Guided weak supervision for action recognition with scarce data to assess skills of children with autism
Diagnostic and intervention methodologies for skill assessment of autism...
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12/24/2018
The Online Event-Detection Problem
Given a stream S = (s_1, s_2, ..., s_N), a ϕ-heavy hitter is an item s_i...
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11/08/2018
NEMGAN: Noise Engineered Mode-matching GAN
Conditional generation refers to the process of sampling from an unknown...
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04/27/2018