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08/02/2023
Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach
Time series analysis is a fundamental task in various application domain...
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07/22/2023
Iterative Reconstruction Based on Latent Diffusion Model for Sparse Data Reconstruction
Reconstructing Computed tomography (CT) images from sparse measurement i...
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06/30/2023
Multiscale Progressive Text Prompt Network for Medical Image Segmentation
The accurate segmentation of medical images is a crucial step in obtaini...
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03/24/2023
NeuFace: Realistic 3D Neural Face Rendering from Multi-view Images
Realistic face rendering from multi-view images is beneficial to various...
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03/17/2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners
Inspired by recent advances in diffusion models, which are reminiscent o...
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12/07/2022
Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing
Along with the widespread use of face recognition systems, their vulnera...
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08/22/2022
STS: Surround-view Temporal Stereo for Multi-view 3D Detection
Learning accurate depth is essential to multi-view 3D object detection. ...
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07/14/2022
Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction
Demystifying the delay propagation mechanisms among multiple airports is...
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03/28/2022
ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations
Precise representations of 3D faces are beneficial to various computer v...
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03/21/2022
Depth Completion using Geometry-Aware Embedding
Exploiting internal spatial geometric constraints of sparse LiDARs is be...
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10/27/2021
Boundary Guided Context Aggregation for Semantic Segmentation
The recent studies on semantic segmentation are starting to notice the s...
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08/22/2021
Image Inpainting via Conditional Texture and Structure Dual Generation
Deep generative approaches have recently made considerable progress in i...
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07/27/2021
Identify Apple Leaf Diseases Using Deep Learning Algorithm
Agriculture is an essential industry in the both society and economy of ...
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06/14/2021
Pixel Sampling for Style Preserving Face Pose Editing
The existing auto-encoder based face pose editing methods primarily focu...
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08/12/2020
Towards Unsupervised Crowd Counting via Regression-Detection Bi-knowledge Transfer
Unsupervised crowd counting is a challenging yet not largely explored ta...
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03/28/2020
Learning Invariant Representation for Unsupervised Image Restoration
Recently, cross domain transfer has been applied for unsupervised image ...
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05/15/2019
Connectivity-Aware UAV Path Planning with Aerial Coverage Maps
Cellular networks are promising to support effective wireless communicat...
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01/10/2019
Learning Continuous Face Age Progression: A Pyramid of GANs
The two underlying requirements of face age progression, i.e. aging accu...
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10/31/2018
Visual Attention Network for Low Dose CT
Noise and artifacts are intrinsic to low dose CT (LDCT) data acquisition...
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11/28/2017
Learning Face Age Progression: A Pyramid Architecture of GANs
The two underlying requirements of face age progression, i.e. aging accu...
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02/27/2016