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08/18/2023
An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software
The exponential growth of social media platforms has brought about a rev...
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08/16/2023
Matching with multiple criteria and its application to health disparities research
Matching is a popular nonparametric covariate adjustment strategy in emp...
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05/23/2023
Validating Multimedia Content Moderation Software via Semantic Fusion
The exponential growth of social media platforms, such as Facebook and T...
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03/25/2023
Toward DNN of LUTs: Learning Efficient Image Restoration with Multiple Look-Up Tables
The widespread usage of high-definition screens on edge devices stimulat...
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02/20/2023
TA-MoE: Topology-Aware Large Scale Mixture-of-Expert Training
Sparsely gated Mixture-of-Expert (MoE) has demonstrated its effectivenes...
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12/05/2022
GARF:Geometry-Aware Generalized Neural Radiance Field
Neural Radiance Field (NeRF) has revolutionized free viewpoint rendering...
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11/29/2022
Association between author metadata and acceptance: A feature-rich, matched observational study of a corpus of ICLR submissions between 2017-2022
Many recent studies have probed status bias in the peer-review process o...
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11/06/2022
Towards Real World HDRTV Reconstruction: A Data Synthesis-based Approach
Existing deep learning based HDRTV reconstruction methods assume one kin...
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07/13/2022
Trans4Map: Revisiting Holistic Top-down Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers
Humans have an innate ability to sense their surroundings, as they can e...
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02/03/2022
Retinal Vessel Segmentation with Pixel-wise Adaptive Filters
Accurate retinal vessel segmentation is challenging because of the compl...
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12/24/2021
Continuous Spectral Reconstruction from RGB Images via Implicit Neural Representation
Existing methods for spectral reconstruction usually learn a discrete ma...
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08/16/2021
Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation
Lacking the ability to sense ambient environments effectively, blind and...
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04/16/2021
Advanced Deep Networks for 3D Mitochondria Instance Segmentation
Mitochondria instance segmentation from electron microscopy (EM) images ...
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10/08/2020
Hierarchical Classification of Pulmonary Lesions: A Large-Scale Radio-Pathomics Study
Diagnosis of pulmonary lesions from computed tomography (CT) is importan...
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06/11/2020
Learning to Infer 3D Object Models from Images
A crucial ability of human intelligence is to build up models of individ...
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05/26/2020
An accelerated method for computing stationary states of multicomponent phase field crystal model
Finding the stationary states of a free energy functional is an essentia...
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04/06/2019
Camera Lens Super-Resolution
Existing methods for single image super-resolution (SR) are typically ev...
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03/15/2018