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09/15/2023
Efficient Polyp Segmentation Via Integrity Learning
Accurate polyp delineation in colonoscopy is crucial for assisting in di...
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09/05/2023
Exploiting Spatial-temporal Data for Sleep Stage Classification via Hypergraph Learning
Sleep stage classification is crucial for detecting patients' health con...
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06/09/2023
Improving Frame-level Classifier for Word Timings with Non-peaky CTC in End-to-End Automatic Speech Recognition
End-to-end (E2E) systems have shown comparable performance to hybrid sys...
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06/08/2023
Bayesian Inference for Multivariate Monotone Densities
We consider a nonparametric Bayesian approach to estimation and testing ...
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06/08/2023
Bayesian Inference for k-Monotone Densities with Applications to Multiple Testing
Shape restriction, like monotonicity or convexity, imposed on a function...
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04/21/2023
Energy management system for biological 3D printing by the refinement of manifold model morphing in flexible grasping space
The use of 3D printing, or additive manufacturing, has gained significan...
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04/07/2023
A Cross-Scale Hierarchical Transformer with Correspondence-Augmented Attention for inferring Bird's-Eye-View Semantic Segmentation
As bird's-eye-view (BEV) semantic segmentation is simple-to-visualize an...
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02/07/2023
Vibration-suppressed toolpath generation for kinematic and energy performance optimization in large dimension additive manufacturing
Product quality and sustainability in large dimension additive manufactu...
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11/22/2022
Posterior Contraction and Testing for Multivariate Isotonic Regression
We consider the nonparametric regression problem with multiple predictor...
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11/22/2022
Coverage of Credible Intervals in Bayesian Multivariate Isotonic Regression
We consider the nonparametric multivariate isotonic regression problem, ...
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09/14/2021
Reinforcement Learning with Evolutionary Trajectory Generator: A General Approach for Quadrupedal Locomotion
Recently reinforcement learning (RL) has emerged as a promising approach...
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08/02/2021
RFC-HyPGCN: A Runtime Sparse Feature Compress Accelerator for Skeleton-Based GCNs Action Recognition Model with Hybrid Pruning
Skeleton-based Graph Convolutional Networks (GCNs) models for action rec...
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06/25/2021
Bayesian Eye Tracking
Model-based eye tracking has been a dominant approach for eye gaze track...
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05/24/2021
SHD360: A Benchmark Dataset for Salient Human Detection in 360° Videos
Salient human detection (SHD) in dynamic 360 immersive videos is of grea...
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02/08/2021
Towards Accurate RGB-D Saliency Detection with Complementary Attention and Adaptive Integration
Saliency detection based on the complementary information from RGB image...
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11/01/2020
DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation
In this work, we propose an AI-based method that intends to improve the ...
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05/19/2020
