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08/22/2023
Efficient View Synthesis with Neural Radiance Distribution Field
Recent work on Neural Radiance Fields (NeRF) has demonstrated significan...
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08/07/2023
Spatially Varying Nanophotonic Neural Networks
The explosive growth of computation and energy cost of artificial intell...
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05/27/2023
On the Importance of Backbone to the Adversarial Robustness of Object Detectors
Object detection is a critical component of various security-sensitive a...
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04/04/2023
Open Heterogeneous Quorum Systems
In contrast to proof-of-work replication, Byzantine replicated systems m...
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12/23/2022
Principled and Efficient Transfer Learning of Deep Models via Neural Collapse
With the ever-growing model size and the limited availability of labeled...
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09/29/2022
Improved prediction for independent Poisson processes under Kullback-Leibler loss
We consider simultaneous predictive distributions for independent Poisso...
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08/17/2022
On the Privacy Effect of Data Enhancement via the Lens of Memorization
Machine learning poses severe privacy concerns as it is shown that the l...
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06/30/2022
Randomized Coordinate Subgradient Method for Nonsmooth Optimization
Nonsmooth optimization finds wide applications in many engineering field...
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10/10/2021
Convergence of Random Reshuffling Under The Kurdyka-Łojasiewicz Inequality
We study the random reshuffling (RR) method for smooth nonconvex optimiz...
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05/09/2021
Seismic Fault Segmentation via 3D-CNN Training by a Few 2D Slices Labels
Detection faults in seismic data is a crucial step for seismic structura...
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08/20/2019
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level
Scenario-based question answering (SQA) has attracted increasing researc...
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07/26/2019
