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07/20/2022
Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing
With the rapid development of mobile devices, modern widely-used mobile ...
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07/19/2022
MHR-Net: Multiple-Hypothesis Reconstruction of Non-Rigid Shapes from 2D Views
We propose MHR-Net, a novel method for recovering Non-Rigid Shapes from ...
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06/30/2022
A Novel Position-based VR Online Shopping Recommendation System based on Optimized Collaborative Filtering Algorithm
This paper proposes a VR supermarket with an intelligent recommendation,...
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06/16/2022
"Understanding Robustness Lottery": A Comparative Visual Analysis of Neural Network Pruning Approaches
Deep learning approaches have provided state-of-the-art performance in m...
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06/07/2022
Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm
Pruning techniques have been successfully used in neural networks to tra...
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05/27/2022
PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences
Point cloud sequences are irregular and unordered in the spatial dimensi...
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05/12/2022
Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware Segmentation
Non-contrast computed tomography (NCCT) is commonly acquired for lung ca...
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04/06/2022
Video Demoireing with Relation-Based Temporal Consistency
Moire patterns, appearing as color distortions, severely degrade image a...
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03/26/2022
Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching
We address the problem of ground-to-satellite image geo-localization, th...
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03/09/2022
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks
Neural networks tend to achieve better accuracy with training if they ar...
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03/08/2022
Gait Recognition with Mask-based Regularization
Most gait recognition methods exploit spatial-temporal representations f...
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03/08/2022
GaitStrip: Gait Recognition via Effective Strip-based Feature Representations and Multi-Level Framework
Many gait recognition methods first partition the human gait into N-part...
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03/04/2022
Characterizing Renal Structures with 3D Block Aggregate Transformers
Efficiently quantifying renal structures can provide distinct spatial co...
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01/12/2022
Surrogate Neural Network Model for Sensitivity Analysis and Uncertainty Quantification of the Mechanical Behavior in the Optical Lens-Barrel Assembly
Surrogate neural network-based models have been lately trained and used ...
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12/06/2021
One-shot Talking Face Generation from Single-speaker Audio-Visual Correlation Learning
Audio-driven one-shot talking face generation methods are usually traine...
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10/16/2021
Joint 3D Human Shape Recovery from A Single Imag with Bilayer-Graph
The ability to estimate the 3D human shape and pose from images can be u...
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09/15/2021
RGB-D Saliency Detection via Cascaded Mutual Information Minimization
Existing RGB-D saliency detection models do not explicitly encourage RGB...
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09/07/2021
FDA: Feature Decomposition and Aggregation for Robust Airway Segmentation
3D Convolutional Neural Networks (CNNs) have been widely adopted for air...
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08/17/2021
PR-RRN: Pairwise-Regularized Residual-Recursive Networks for Non-rigid Structure-from-Motion
We propose PR-RRN, a novel neural-network based method for Non-rigid Str...
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08/02/2021
Pro-UIGAN: Progressive Face Hallucination from Occluded Thumbnails
In this paper, we study the task of hallucinating an authentic high-reso...
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07/20/2021
Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion
We propose an audio-driven talking-head method to generate photo-realist...
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06/03/2021
Attention-Guided Supervised Contrastive Learning for Semantic Segmentation
Contrastive learning has shown superior performance in embedding global ...
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05/31/2021
VidFace: A Full-Transformer Solver for Video FaceHallucination with Unaligned Tiny Snapshots
In this paper, we investigate the task of hallucinating an authentic hig...
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05/27/2021
Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding
Single-image super-resolution (SR) and multi-frame SR are two ways to su...
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05/20/2021
VTNet: Visual Transformer Network for Object Goal Navigation
Object goal navigation aims to steer an agent towards a target object ba...
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04/16/2021
Write-a-speaker: Text-based Emotional and Rhythmic Talking-head Generation
In this paper, we propose a novel text-based talking-head video generati...
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04/08/2021
DSC-PoseNet: Learning 6DoF Object Pose Estimation via Dual-scale Consistency
Compared to 2D object bounding-box labeling, it is very difficult for hu...
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03/29/2021
Self-Supervised Visibility Learning for Novel View Synthesis
We address the problem of novel view synthesis (NVS) from a few sparse s...
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03/16/2021
Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar
Conventional face super-resolution methods usually assume testing low-re...
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03/07/2021
ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring
Video deblurring models exploit consecutive frames to remove blurs from ...
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03/02/2021
Geometry-Guided Street-View Panorama Synthesis from Satellite Imagery
This paper presents a new approach for synthesizing a novel street-view ...
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02/03/2021
Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation
Existing image segmentation networks mainly leverage large-scale labeled...
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01/22/2021
Iterative Optimisation with an Innovation CNN for Pose Refinement
Object pose estimation from a single RGB image is a challenging problem ...
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12/10/2020
Uncertainty-Aware Deep Calibrated Salient Object Detection
Existing deep neural network based salient object detection (SOD) method...
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11/03/2020
Learning Effective Representations from Global and Local Features for Cross-View Gait Recognition
Gait recognition is one of the most important biometric technologies and...
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10/12/2020
TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation
Sign language translation (SLT) aims to interpret sign video sequences i...
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10/04/2020
Mapping of Sparse 3D Data using Alternating Projection
We propose a novel technique to register sparse 3D scans in the absence ...
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07/21/2020
Learning Object Relation Graph and Tentative Policy for Visual Navigation
Target-driven visual navigation aims at navigating an agent towards a gi...
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07/01/2020
The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose
The availability of a large labeled dataset is a key requirement for app...
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05/25/2020
LyRN (Lyapunov Reaching Network): A Real-Time Closed Loop approach from Monocular Vision
We propose a closed-loop, multi-instance control algorithm for visually ...
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05/08/2020
Where am I looking at? Joint Location and Orientation Estimation by Cross-View Matching
Cross-view geo-localization is the problem of estimating the position an...
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03/17/2020
Weakly-Supervised Salient Object Detection via Scribble Annotations
Compared with laborious pixel-wise dense labeling, it is much easier to ...
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03/08/2020
Transferring Cross-domain Knowledge for Video Sign Language Recognition
Word-level sign language recognition (WSLR) is a fundamental task in sig...
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02/25/2020
Copy and Paste GAN: Face Hallucination from Shaded Thumbnails
Existing face hallucination methods based on convolutional neural networ...
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02/10/2020
6DoF Object Pose Estimation via Differentiable Proxy Voting Loss
Estimating a 6DOF object pose from a single image is very challenging du...
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02/09/2020
Face Hallucination with Finishing Touches
Obtaining a high-quality frontal face image from a low-resolution (LR) n...
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10/24/2019
Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison
Vision-based sign language recognition aims at helping the hearing-impai...
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09/06/2019
An Automatic Debugging Tool of Instruction-Driven Multicore Systems with Synchronization Points
Tracing back the instruction execution sequence to debug a multicore sys...
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07/11/2019
Optimal Feature Transport for Cross-View Image Geo-Localization
This paper addresses the problem of cross-view image based localization,...
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06/13/2019