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05/01/2023
Exactly Tight Information-Theoretic Generalization Error Bound for the Quadratic Gaussian Problem
We provide a new information-theoretic generalization error bound that i...
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05/03/2022
Improved Weakly Private Information Retrieval Codes
We study the problem of weakly private information retrieval (W-PIR), wh...
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01/28/2022
Stochastic Chaining and Strengthened Information-Theoretic Generalization Bounds
We propose a new approach to apply the chaining technique in conjunction...
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12/31/2021
Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints
Detecting 3D lanes from the camera is a rising problem for autonomous ve...
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12/17/2020
Individually Conditional Individual Mutual Information Bound on Generalization Error
We propose a new information-theoretic bound on generalization error bas...
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11/09/2020
End-to-end Lane Shape Prediction with Transformers
Lane detection, the process of identifying lane markings as approximated...
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06/10/2020
Weakly Secure Symmetric Multilevel Diversity Coding
Multilevel diversity coding is a classical coding model where multiple m...
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10/22/2019
Multiple Sample Clustering
The clustering algorithms that view each object data as a single sample ...
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06/06/2019
Removing Rain in Videos: A Large-scale Database and A Two-stream ConvLSTM Approach
Rain removal has recently attracted increasing research attention, as it...
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03/19/2019
Capacity-Achieving Private Information Retrieval Codes from MDS-Coded Databases with Minimum Message Size
We consider constructing capacity-achieving linear codes with minimum me...
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02/26/2019
MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video
The past few years have witnessed great success in applying deep learnin...
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01/11/2018
New Results on Multilevel Diversity Coding with Secure Regeneration
The problem of multilevel diversity coding with secure regeneration is r...
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12/09/2017
Multilevel Diversity Coding with Secure Regeneration: Separate Coding Achieves the MBR Point
The problem of multilevel diversity coding with secure regeneration (MDC...
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02/12/2016