research
∙
09/15/2023
Efficient Polyp Segmentation Via Integrity Learning
Accurate polyp delineation in colonoscopy is crucial for assisting in di...
share
research
∙
09/05/2023
Exploiting Spatial-temporal Data for Sleep Stage Classification via Hypergraph Learning
Sleep stage classification is crucial for detecting patients' health con...
research
∙
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...
research
∙
06/08/2023
Bayesian Inference for Multivariate Monotone Densities
We consider a nonparametric Bayesian approach to estimation and testing ...
research
∙
06/08/2023
Bayesian Inference for k-Monotone Densities with Applications to Multiple Testing
Shape restriction, like monotonicity or convexity, imposed on a function...
research
∙
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...
research
∙
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...
research
∙
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...
research
∙
11/22/2022
Posterior Contraction and Testing for Multivariate Isotonic Regression
We consider the nonparametric regression problem with multiple predictor...
research
∙
11/22/2022
Coverage of Credible Intervals in Bayesian Multivariate Isotonic Regression
We consider the nonparametric multivariate isotonic regression problem, ...
research
∙
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...
research
∙
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...
research
∙
06/25/2021
Bayesian Eye Tracking
Model-based eye tracking has been a dominant approach for eye gaze track...
research
∙
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...
research
∙
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...
research
∙
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 ...
research
∙
05/19/2020