Xiwen Chen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 46

Top Topics

Image Denoising

Convolutional Neural Network

Top Venues

Publications

Wenhui Zhu, Xiwen Chen, Peijie Qiu, Mohammad Farazi, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang
SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation. CoRR (2024)
Xiwen Chen, Wenhui Zhu, Peijie Qiu, Abolfazl Razi
Imaging Signal Recovery Using Neural Network Priors Under Uncertain Forward Model Parameters. CoRR (2024)
Xiwen Chen, Hao Wang, Zhao Zhang, Zhenmin Li, Huayu Li, Tong Ye, Abolfazl Razi
Enhancing Digital Hologram Reconstruction Using Reverse-Attention Loss for Untrained Physics-Driven Deep Learning Models with Uncertain Distance. CoRR (2024)
Hao Wang, Wenhui Zhu, Jiayou Qin, Xin Li, Oana Dumitrascu, Xiwen Chen, Peijie Qiu, Abolfazl Razi
RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection. CoRR (2024)
Hao Wang, Jiayou Qin, Ashish Bastola, Xiwen Chen, John Suchanek, Zihao Gong, Abolfazl Razi
VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation. CoRR (2024)
Hao Wang, Jiayou Qin, Xiwen Chen, Ashish Bastola, John Suchanek, Zihao Gong, Abolfazl Razi
Motor Focus: Ego-Motion Prediction with All-Pixel Matching. CoRR (2024)
Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi
TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning. CoRR (2024)
Ashish Bastola, Hao Wang, Xiwen Chen, Abolfazl Razi
FedMIL: Federated-Multiple Instance Learning for Video Analysis with Optimized DPP Scheduling. CoRR (2024)
Ashish Bastola, Hao Wang, Xiwen Chen, Abolfazl Razi
FedMIL: Federated-Multiple Instance Learning for Video Analysis with Optimized DPP Scheduling. DCOSS-IoT (2024)
Hao Wang, Sayed Pedram Haeri Boroujeni, Xiwen Chen, Ashish Bastola, Huayu Li, Abolfazl Razi
FLAME Diffuser: Grounded Wildfire Image Synthesis using Mask Guided Diffusion. CoRR (2024)
Huayu Li, Xiwen Chen, Gregory Ditzler, Janet Roveda, Ao Li
Knowledge distillation under ideal joint classifier assumption. Neural Networks 173 (2024)
Wenhui Zhu, Xiwen Chen, Peijie Qiu, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang
DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification. CoRR (2024)
Huayu Li, Xiwen Chen, Gregory Ditzler, Ping Chang, Janet Roveda, Ao Li
Knowledge Distillation Under Ideal Joint Classifier Assumption. CoRR (2023)
Ahmad Sarlak, Xiwen Chen, Rahul Amin, Abolfazl Razi
Diversity Maximized Scheduling in RoadSide Units for Traffic Monitoring Applications. CoRR (2023)
Lin Zhu, Yizong Xing, Luyi Bai, Xiwen Chen
Few-shot link prediction with meta-learning for temporal knowledge graphs. J. Comput. Des. Eng. 10 (2) (2023)
Ahmad Sarlak, Abolfazl Razi, Xiwen Chen, Rahul Amin
Diversity Maximized Scheduling in RoadSide Units for Traffic Monitoring Applications. LCN (2023)
Huayu Li, Wenhui Zhu, Xiwen Chen, Yalin Wang
Prediction of Spherical Equivalent with Vanilla ResNet. MMAC@MICCAI (2023)
Xiwen Chen, Hao Wang, Abolfazl Razi, Brendan Russo, Jason Pacheco, John Roberts, Jeffrey Wishart, Larry Head, Alonso Granados Baca
Network-Level Safety Metrics for Overall Traffic Safety Assessment: A Case Study. IEEE Access 11 (2023)
Wenhui Zhu, Peijie Qiu, Xiwen Chen, Huayu Li, Hao Wang, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
Beyond MobileNet: An Improved MobileNet for Retinal Diseases. MMAC@MICCAI (2023)
Hao Wang, Xiwen Chen, Natan Vital, Edward B. Duffy, Abolfazl Razi
Energy Optimization for HVAC Systems in Multi-VAV Open Offices: A Deep Reinforcement Learning Approach. CoRR (2023)
Xiwen Chen, Huayu Li, Rahul Amin, Abolfazl Razi
RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples. CoRR (2023)
Huayu Li, Ana S. Carreon-Rascon, Xiwen Chen, Geng Yuan, Ao Li
MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features. CoRR (2023)
Xiwen Chen, Huayu Li, Rahul Amin, Abolfazl Razi
Learning on Bandwidth Constrained Multi-Source Data with MIMO-inspired DPP MAP Inference. CoRR (2023)
Zhao Zhang, Xiwen Chen, William Richardson, Bruce Z. Gao, Abolfazl Razi, Tong Ye
Quantification of cardiac capillarization in single-immunostained myocardial slices using weakly supervised instance segmentation. CoRR (2023)
Xiwen Chen, Hao Wang, Abolfazl Razi, Brendan Russo, Jason Pacheco, John Roberts, Jeffrey Wishart, Larry Head
Network-level Safety Metrics for Overall Traffic Safety Assessment: A Case Study. CoRR (2022)
Xiwen Chen, Bryce Hopkins, Hao Wang, Leo O'Neill, Fatemeh Afghah, Abolfazl Razi, Peter Z. Fulé, Janice Coen, Eric Rowell, Adam C. Watts
Wildland Fire Detection and Monitoring using a Drone-collected RGB/IR Image Dataset. AIPR (2022)
Hao Wang, Xiwen Chen, Abolfazl Razi, Rahul Amin
Fast Key Points Detection and Matching for Tree-Structured Images. CSCI (2022)
Hao Wang, Xiwen Chen, Abolfazl Razi
Fast Key Points Detection and Matching for Tree-Structured Images. CoRR (2022)
Hao Wang, Xiwen Chen, Abolfazl Razi, Michael N. Kozicki, Rahul Amin, Mark Manfredo
Nano-Resolution Visual Identifiers Enable Secure Monitoring in Next-Generation Cyber-Physical Systems. CoRR (2022)
Abolfazl Razi, Xiwen Chen, Huayu Li, Brendan Russo, Yan Chen, Hongbin Yu
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review. CoRR (2022)
Xiwen Chen, Hao Wang, Abolfazl Razi, Michael N. Kozicki, Christopher Mann
DH-GAN: A Physics-driven Untrained Generative Adversarial Network for 3D Microscopic Imaging using Digital Holography. CoRR (2022)
Yingan Hou, Junguang Su, Jun Liang, Xiwen Chen, Qin Liu, Liang Deng, Jiyuan Liao
A stroke image recognition model based on 3D residual network and attention mechanism. J. Intell. Fuzzy Syst. 43 (4) (2022)
Xiwen Chen, Bryce Hopkins, Hao Wang, Leo O'Neill, Fatemeh Afghah, Abolfazl Razi, Peter Z. Fulé, Janice Coen, Eric Rowell, Adam Watts
Wildland Fire Detection and Monitoring Using a Drone-Collected RGB/IR Image Dataset. IEEE Access 10 (2022)
Hao Wang, Xiwen Chen, Abolfazl Razi, Michael N. Kozicki, Rahul Amin, Mark Manfredo
Nano-Resolution Visual Identifiers Enable Secure Monitoring in Next-Generation Cyber-Physical Systems. CSCI (2022)
Xiwen Chen, Huayu Li, Junsuo Qu, Abolfazl Razi
Boosting Belief Propagation for LDPC Codes with Deep Convolutional Neural Network Predictors. CCNC (2021)
Huayu Li, Haiyu Wu, Xiwen Chen, Hao Wang, Abolfazl Razi
Towards Boosting Channel Attention for Real Image Denoising: Sub-band Pyramid Attention. ICIG (3) (2021)
Min Lei, Miao Jin, Tianfu Huang, Zhiwei Guo, Quan Wang, Zhiwu Wu, Zhuo Chen, Xiwen Chen, Jun Zhang
Ultra-wideband Fingerprinting Positioning Based on Convolutional Neural Network. CITS (2020)
Miao Jin, Jun Zhang, Xiwen Chen, Quan Wang, Bing Lu, Wei Zhou, Gaoning Nie, Xu Wang
Safety Helmet Detection Algorithm based on Color and HOG Features. IEEE ICCI*CC (2020)
Xiaoqing Geng, Xiwen Chen, Kenny Q. Zhu, Libin Shen, Yinggong Zhao
MICK: A Meta-Learning Framework for Few-shot Relation Classification with Small Training Data. CIKM (2020)
Huayu Li, Haiyu Wu, Xiwen Chen, Hanning Zhang, Abolfazl Razi
Towards Boosting the Channel Attention in Real Image Denoising : Sub-band Pyramid Attention. CoRR (2020)
Huayu Li, Xiwen Chen, Zaoyi Chi, Christopher Mann, Abolfazl Razi
Deep DIH: Single-Shot Digital In-Line Holography Reconstruction by Deep Learning. IEEE Access 8 (2020)
Xiaoqing Geng, Xiwen Chen, Kenny Q. Zhu
MICK: A Meta-Learning Framework for Few-shot Relation Classification with Little Training Data. CoRR (2020)
Huayu Li, Xiwen Chen, Haiyu Wu, Zaoyi Chi, Christopher Mann, Abolfazl Razi
Deep DIH : Statistically Inferred Reconstruction of Digital In-Line Holography by Deep Learning. CoRR (2020)
Xiwen Chen, Kenny Q. Zhu
: Small-data Text Style Transfer via Multi-task Meta-Learning. CoRR (2020)
Miao Jin, Xiwen Chen, Guoshu Lai, Zhiwei Guo, Tianfu Huang, Zhuo Chen, Quan Wang, Jiniang Fu, Gaoning Nie, Jun Zhang
Glove detection system based on VGG-16 network. ISCID (2020)
Xiwen Chen, Mengxue Zhang, Kenny Qili Zhu
Aligning Sentences Between Comparable Texts of Different Styles. JIST (2) (2019)