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08/22/2023
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation
Impressive performance on point cloud semantic segmentation has been ach...
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08/05/2023
Cross-modal Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation
In recent years, cross-modal domain adaptation has been studied on the p...
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07/26/2023
PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions
Relying on large-scale training data with pixel-level labels, previous e...
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05/25/2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation
Pseudo-labels are widely employed in weakly supervised 3D segmentation t...
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02/06/2023
Domain Re-Modulation for Few-Shot Generative Domain Adaptation
In this study, we investigate the task of few-shot Generative Domain Ada...
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11/20/2022
Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis
Recent years have witnessed the great success of deep learning on variou...
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07/21/2022
MetaComp: Learning to Adapt for Online Depth Completion
Relying on deep supervised or self-supervised learning, previous methods...
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06/07/2022
Recent Advances for Quantum Neural Networks in Generative Learning
Quantum computers are next-generation devices that hold promise to perfo...
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05/08/2022
Iterative Geometry-Aware Cross Guidance Network for Stereo Image Inpainting
Currently, single image inpainting has achieved promising results based ...
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09/27/2020
AIM 2020: Scene Relighting and Illumination Estimation Challenge
We review the AIM 2020 challenge on virtual image relighting and illumin...
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09/25/2020
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results
This paper introduces the real image Super-Resolution (SR) challenge tha...
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09/15/2020
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results
This paper reviews the AIM 2020 challenge on efficient single image supe...
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09/14/2020
AIM 2020 Challenge on Video Extreme Super-Resolution: Methods and Results
This paper reviews the video extreme super-resolution challenge associat...
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08/25/2020
Adaptive Context-Aware Multi-Modal Network for Depth Completion
Depth completion aims to recover a dense depth map from the sparse depth...
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08/18/2020
UDC 2020 Challenge on Image Restoration of Under-Display Camera: Methods and Results
This paper is the report of the first Under-Display Camera (UDC) image r...
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04/03/2019
Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation
Supervised depth estimation has achieved high accuracy due to the advanc...
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07/24/2017
Group-wise Deep Co-saliency Detection
In this paper, we propose an end-to-end group-wise deep co-saliency dete...
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07/23/2017