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02/27/2023
GeoLCR: Attention-based Geometric Loop Closure and Registration
We present a novel algorithm for learning-based loop-closure for SLAM (s...
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10/14/2022
Differentiable Hybrid Traffic Simulation
We introduce a novel differentiable hybrid traffic simulator, which simu...
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10/07/2022
Traffic-Aware Autonomous Driving with Differentiable Traffic Simulation
While there have been advancements in autonomous driving control and tra...
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09/20/2022
WGICP: Differentiable Weighted GICP-Based Lidar Odometry
We present a novel differentiable weighted generalized iterative closest...
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03/22/2022
AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network
Blind-spot network (BSN) and its variants have made significant advances...
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02/19/2022
C2N: Practical Generative Noise Modeling for Real-World Denoising
Learning-based image denoising methods have been bounded to situations w...
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09/08/2021
Toward Real-World Super-Resolution via Adaptive Downsampling Models
Most image super-resolution (SR) methods are developed on synthetic low-...
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04/30/2021
NTIRE 2021 Challenge on Image Deblurring
Motion blur is a common photography artifact in dynamic environments tha...
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04/30/2021
NTIRE 2021 Challenge on Video Super-Resolution
Super-Resolution (SR) is a fundamental computer vision task that aims to...
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04/26/2021
Clean Images are Hard to Reblur: A New Clue for Deblurring
The goal of dynamic scene deblurring is to remove the motion blur presen...
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04/21/2021
SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation
Deep CNNs have achieved significant successes in image processing and it...
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09/28/2020
AIM 2020 Challenge on Video Temporal Super-Resolution
Videos in the real-world contain various dynamics and motions that may l...
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05/04/2020
NTIRE 2020 Challenge on Image and Video Deblurring
Motion blur is one of the most common degradation artifacts in dynamic s...
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05/04/2020
AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results
Videos contain various types and strengths of motions that may look unna...
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07/10/2017