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06/20/2023
Quilt-1M: One Million Image-Text Pairs for Histopathology
Recent accelerations in multi-modal applications have been made possible...
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09/04/2022
Multi-modal Masked Autoencoders Learn Compositional Histopathological Representations
Self-supervised learning (SSL) enables learning useful inductive biases ...
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07/11/2022
Brain-Aware Replacements for Supervised Contrastive Learning
We propose a novel framework for Alzheimer's disease (AD) detection usin...
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08/11/2021
Learning Oculomotor Behaviors from Scanpath
Identifying oculomotor behaviors relevant for eye-tracking applications ...
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03/31/2021
Semi-supervised Synthesis of High-Resolution Editable Textures for 3D Humans
We introduce a novel approach to generate diverse high fidelity texture ...
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07/25/2020
HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images
Training end-to-end networks for classifying gigapixel size histopatholo...
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07/14/2020
Personalized Face Modeling for Improved Face Reconstruction and Motion Retargeting
Traditional methods for image-based 3D face reconstruction and facial mo...
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11/29/2019
Sparsely Grouped Input Variables for Neural Networks
In genomic analysis, biomarker discovery, image recognition, and other s...
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11/19/2019
Learning Stylized Character Expressions from Humans
We present DeepExpr, a novel expression transfer system from humans to m...
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04/07/2019
A Facial Affect Analysis System for Autism Spectrum Disorder
In this paper, we introduce an end-to-end machine learning-based system ...
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11/28/2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network
We introduce a light-weight, power efficient, and general purpose convol...
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06/04/2018
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images
In this paper, we introduce a conceptually simple network for generating...
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03/19/2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
We introduce a fast and efficient convolutional neural network, ESPNet, ...
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11/21/2017
Identifying Most Walkable Direction for Navigation in an Outdoor Environment
We present an approach for identifying the most walkable direction for n...
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09/08/2017