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06/07/2023
On the Design Fundamentals of Diffusion Models: A Survey
Diffusion models are generative models, which gradually add and remove n...
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03/20/2023
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation
Whilst the availability of 3D LiDAR point cloud data has significantly g...
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01/06/2023
Tackling Data Bias in Painting Classification with Style Transfer
It is difficult to train classifiers on paintings collections due to mod...
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12/16/2022
Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models
Generating realistic motions for digital humans is a core but challengin...
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10/09/2022
3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models
Acquiring the virtual equivalent of exhibits, such as sculptures, in vir...
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09/29/2022
Denoising Diffusion Probabilistic Models for Styled Walking Synthesis
Generating realistic motions for digital humans is time-consuming for ma...
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08/07/2022
Towards Graph Representation Learning Based Surgical Workflow Anticipation
Surgical workflow anticipation can give predictions on what steps to con...
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06/30/2022
Multiclass-SGCN: Sparse Graph-based Trajectory Prediction with Agent Class Embedding
Trajectory prediction of road users in real-world scenarios is challengi...
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03/31/2022
RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis
Schizophrenia is a severe mental health condition that requires a long a...
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10/22/2021
Spoofing Detection on Hand Images Using Quality Assessment
Recent research on biometrics focuses on achieving a high success rate o...
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10/01/2021
GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction
Creating realistic characters that can react to the users' or another ch...
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08/10/2021
Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph Convolutional Network for Multi-class Trajectory Prediction
Predicting the movement trajectories of multiple classes of road users i...
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06/08/2021
Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention
Early prediction of cerebral palsy is essential as it leads to early tre...
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04/13/2021
UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification
As unmanned aerial vehicles (UAVs) become more accessible with a growing...
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03/16/2021
Formation Control for UAVs Using a Flux Guided Approach
While multiple studies have proposed methods for the formation control o...
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06/20/2020
Technical Note: Generating Realistic Fighting Scenes by Game Tree
Recently, there have been a lot of researches to synthesize / edit the m...
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10/18/2019
Illumination-Based Data Augmentation for Robust Background Subtraction
A core challenge in background subtraction (BGS) is handling videos with...
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08/20/2019