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Yi Ma
ORCID
Publication Activity (10 Years)
Years Active: 1997-2024
Publications (10 Years): 155
Top Topics
Hyperspectral
Convolutional Neural Network
Reinforcement Learning
Oil Spill
Top Venues
CoRR
Remote. Sens.
IGARSS
IEEE Trans. Geosci. Remote. Sens.
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Publications
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Yifu Yuan
,
Jianye Hao
,
Yi Ma
,
Zibin Dong
,
Hebin Liang
,
Jinyi Liu
,
Zhixin Feng
,
Kai Zhao
,
Yan Zheng
Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback.
ICLR
(2024)
Tianchi Liu
,
Lin Zhang
,
Rohan Kumar Das
,
Yi Ma
,
Ruijie Tao
,
Haizhou Li
How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio?
CoRR
(2024)
Zibin Dong
,
Yifu Yuan
,
Jianye Hao
,
Fei Ni
,
Yi Ma
,
Pengyi Li
,
Yan Zheng
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making.
CoRR
(2024)
Kun Jia
,
Yi Ma
,
Jingyu Zhang
,
Bikang Wang
,
Xuechun Zhang
,
Aijun Cui
A Denoising Methodology for Detecting ICESat-2 Bathymetry Photons Based on Quasi Full Waveform.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Yi Ma
,
Kong Aik Lee
,
Ville Hautamäki
,
Meng Ge
,
Haizhou Li
Gradient Weighting for Speaker Verification in Extremely Low Signal-to-Noise Ratio.
ICASSP
(2024)
Yifan Wang
,
Yi Ma
,
Fangrong Zhou
,
Zugui Huang
,
Yifei Yao
More Precise Monitoring of Soil Moisture Content in Agricultural Fields by Upscaling Conversion of Multispectral Image Data From Unmanned Aerial Vehicles.
IEEE Access
12 (2024)
Chen Chen
,
Yi Ma
,
Dingfeng Yu
,
Yabin Hu
,
Lirong Ren
Tracking annual dynamics of carbon storage of salt marsh plants in the Yellow River Delta national nature reserve of china based on sentinel-2 imagery during 2017-2022.
Int. J. Appl. Earth Obs. Geoinformation
130 (2024)
Kai Zhao
,
Jianye Hao
,
Yi Ma
,
Jinyi Liu
,
Yan Zheng
,
Zhaopeng Meng
ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles.
AAMAS
(2024)
Feifei Zhang
,
Yabin Hu
,
Yi Ma
,
Guangbo Ren
,
Zhongwei Li
,
Yuhai Bao
GCU-Net: Remote Sensing Classification Method for Coral Reef Geomorphology Integrating Geospatial Cognition.
IEEE Geosci. Remote. Sens. Lett.
21 (2024)
Yi Ma
,
Kong Aik Lee
,
Ville Hautamäki
,
Meng Ge
,
Haizhou Li
Gradient weighting for speaker verification in extremely low Signal-to-Noise Ratio.
CoRR
(2024)
Yifan Wang
,
Yuan Wang
,
Yi Xiao
,
Bincheng Wan
,
Yuanjian Yang
,
Qiangqiang Yuan
,
Yi Ma
,
Guofang Wang
Physics-Informed Multitemporal Ensemble Learning for Near Real-Time Precipitation Estimates From Himawari-8/-9.
IEEE Geosci. Remote. Sens. Lett.
21 (2024)
Yi Ma
,
Hongjin Xu
,
Yifan Wang
,
Yunbin Yuan
,
Xingyu Chen
,
Zelin Dai
,
Qingsong Ai
Ionosphere-Weighted Network Real-Time Kinematic Server-Side Approach Combined with Single-Differenced Observations of GPS, GAL, and BDS.
Remote. Sens.
16 (13) (2024)
Xuechun Zhang
,
Yi Ma
,
Zhongwei Li
,
Jingyu Zhang
Synergistic detection of chlorophyll-a concentration vertical profile by spaceborne lidar ICESat-2 and passive optical observations.
Int. J. Appl. Earth Obs. Geoinformation
132 (2024)
Jiucai Jin
,
Deqing Liu
,
Fangxu Li
,
Yongshou Dai
,
Ligang Li
,
Yi Ma
Wide baseline stereovision based obstacle detection for unmanned surface vehicles.
Signal Image Video Process.
18 (5) (2024)
Hao Zhou
,
Xianwang Wang
,
Kunming Xia
,
Yi Ma
,
Guowu Yuan
Transfer Learning-Based Hyperspectral Image Classification Using Residual Dense Connection Networks.
Sensors
24 (9) (2024)
Panqi Jia
,
Ahmet Burakhan Koyuncu
,
Jue Mao
,
Ze Cui
,
Yi Ma
,
Tiansheng Guo
,
Timofey Solovyev
,
Alexander Karabutov
,
Yin Zhao
,
Jing Wang
,
Elena Alshina
,
André Kaup
Bit Rate Matching Algorithm Optimization in JPEG-AI Verification Model.
CoRR
(2024)
Jinyi Liu
,
Yi Ma
,
Jianye Hao
,
Yujing Hu
,
Yan Zheng
,
Tangjie Lv
,
Changjie Fan
A Trajectory Perspective on the Role of Data Sampling Techniques in Offline Reinforcement Learning.
AAMAS
(2024)
Jinrui Yang
,
Xianhang Li
,
Druv Pai
,
Yuyin Zhou
,
Yi Ma
,
Yaodong Yu
,
Cihang Xie
Scaling White-Box Transformers for Vision.
CoRR
(2024)
Panqi Jia
,
Ahmet Burakhan Koyuncu
,
Jue Mao
,
Ze Cui
,
Yi Ma
,
Tiansheng Guo
,
Timofey Solovyev
,
Alexander Karabutov
,
Yin Zhao
,
Jing Wang
,
Elena Alshina
,
André Kaup
Bit Rate Matching Algorithm Optimization in JPEG-AI Verification Model.
PCS
(2024)
Yifu Yuan
,
Jianye Hao
,
Yi Ma
,
Zibin Dong
,
Hebin Liang
,
Jinyi Liu
,
Zhixin Feng
,
Kai Zhao
,
Yan Zheng
Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback.
CoRR
(2024)
Hebin Liang
,
Zibin Dong
,
Yi Ma
,
Xiaotian Hao
,
Yan Zheng
,
Jianye Hao
A Hierarchical Imitation Learning-based Decision Framework for Autonomous Driving.
CIKM
(2023)
Meiqi Wang
,
Junfang Yang
,
Shanwei Liu
,
Yanfeng Gu
,
Mingming Xu
,
Yi Ma
,
Jie Zhang
,
Jianhua Wan
Quantitative Inversion of Oil Film Thickness Based on Airborne Hyperspectral Data Using the 1DCNN_GRU Model.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Yuexiang Zhai
,
Shengbang Tong
,
Xiao Li
,
Mu Cai
,
Qing Qu
,
Yong Jae Lee
,
Yi Ma
Investigating the Catastrophic Forgetting in Multimodal Large Language Models.
CoRR
(2023)
Xue Ji
,
Zhen Dong
,
Lin Zhang
,
Mingchang Wang
,
Yi Ma
,
Jingyu Zhang
,
Xueping Lin
,
Jonathan Li
Waveform classification and index sharing based-effective intensity data extraction of airborne laser bathymetry.
Int. J. Appl. Earth Obs. Geoinformation
124 (2023)
Qurratulain Safder
,
Zezhong Zheng
,
Jun Xia
,
Yi Ma
,
Fangrong Zhou
Deep learning instance segmentation framework for burnt area instances characterization.
Int. J. Appl. Earth Obs. Geoinformation
116 (2023)
Shengbang Tong
,
Yubei Chen
,
Yi Ma
,
Yann LeCun
EMP-SSL: Towards Self-Supervised Learning in One Training Epoch.
CoRR
(2023)
Huiying Zheng
,
Jian Yang
,
Yue Ma
,
Yi Ma
,
Hui Zhou
,
Xiao Hua Wang
,
Song Li
Derived Reflectance Over Open Oceans Using ICESat-2 Background Noise and Auxiliary Data.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Weifu Sun
,
Chalermrat Sangmanee
,
Yuanchi Jiang
,
Yi Ma
,
Jiang Li
,
Yujia Zhao
Quality Analysis and Correction of Sea Surface Temperature Data from China HY-1C Satellite in Southeast Asia Seas.
Sensors
23 (18) (2023)
Xiaohan Hu
,
Yi Ma
,
Chenjun Xiao
,
Yan Zheng
,
Zhaopeng Meng
In-Sample Policy Iteration for Offline Reinforcement Learning.
CoRR
(2023)
Fang Xu
,
Sajed Ahmad
,
Muhammad Naveed Khan
,
Manzoor Ahmed
,
Salman Raza
,
Feroz Khan
,
Yi Ma
,
Wali Ullah Khan
Beyond encryption: Exploring the potential of physical layer security in UAV networks.
J. King Saud Univ. Comput. Inf. Sci.
35 (8) (2023)
Bikang Wang
,
Yi Ma
,
Jingyu Zhang
,
Huanwei Zhang
,
Haitian Zhu
,
Zihao Leng
,
Xuechun Zhang
,
Aijun Cui
A noise removal algorithm based on adaptive elevation difference thresholding for ICESat-2 photon-counting data.
Int. J. Appl. Earth Obs. Geoinformation
117 (2023)
Kai Zhao
,
Yi Ma
,
Jinyi Liu
,
Yan Zheng
,
Zhaopeng Meng
Ensemble-based Offline-to-Online Reinforcement Learning: From Pessimistic Learning to Optimistic Exploration.
CoRR
(2023)
Yaodong Yu
,
Sam Buchanan
,
Druv Pai
,
Tianzhe Chu
,
Ziyang Wu
,
Shengbang Tong
,
Hao Bai
,
Yuexiang Zhai
,
Benjamin D. Haeffele
,
Yi Ma
White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is?
CoRR
(2023)
Jinyi Liu
,
Yi Ma
,
Jianye Hao
,
Yujing Hu
,
Yan Zheng
,
Tangjie Lv
,
Changjie Fan
Prioritized Trajectory Replay: A Replay Memory for Data-driven Reinforcement Learning.
CoRR
(2023)
Xiaochao Zhao
,
Fang Xu
,
Yi Ma
,
Zhen Liu
,
Min Deng
,
Umer Sadiq Khan
,
Zenggang Xiong
Dynamic Texture Classification Using Directional Binarized Random Features.
IEEE Access
11 (2023)
Hebin Liang
,
Yi Ma
,
Zilin Cao
,
Tianyang Liu
,
Fei Ni
,
Zhigang Li
,
Jianye Hao
SplitNet: A Reinforcement Learning Based Sequence Splitting Method for the MinMax Multiple Travelling Salesman Problem.
AAAI
(2023)
Wenyu Zhang
,
Qing Ding
,
Jian Hu
,
Yi Ma
,
Mingzhe Lu
Pixel-wise Graph Attention Networks for Person Re-identification.
CoRR
(2023)
Yi Ma
,
Hongyao Tang
,
Dong Li
,
Zhaopeng Meng
Reining Generalization in Offline Reinforcement Learning via Representation Distinction.
NeurIPS
(2023)
Hongze Dong
,
Chen Xie
,
Haoyu Zhang
,
Guoqing Zhou
,
Zezhong Zheng
,
Yi Ma
,
Fangrong Zhou
,
Xuefeng Yang
Monitring of Wildfires for the Transmission Line Based on Himawari-8.
IGARSS
(2023)
Jinzhao Xiang
,
Tingwei Cui
,
Song Qing
,
Rongjie Liu
,
Yanlong Chen
,
Bing Mu
,
Xiaobo Zhang
,
Wenjing Zhao
,
Yi Ma
,
Jie Zhang
Remote Sensing Retrieval of Water Clarity in Clear Oceanic to Extremely Turbid Coastal Waters From Multiple Spaceborne Sensors.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Zhizhou He
,
Fabien Héliot
,
Yi Ma
CNN-enabled Joint Active and Passive Beamforming for RIS-assisted MU-MIMO Systems.
VTC2023-Spring
(2023)
Meiqi Wang
,
Junfang Yang
,
Shanwei Liu
,
Jie Zhang
,
Yi Ma
,
Jianhua Wan
Quantitative Inversion Ability Analysis of Oil Film Thickness Using Bright Temperature Difference Based on Thermal Infrared Remote Sensing: A Ground-Based Simulation Experiment of Marine Oil Spill.
Remote. Sens.
15 (8) (2023)
Xue Ji
,
Yi Ma
,
Jingyu Zhang
,
Wenxue Xu
,
Yanhong Wang
A Sub-Bottom Type Adaption-Based Empirical Approach for Coastal Bathymetry Mapping Using Multispectral Satellite Imagery.
Remote. Sens.
15 (14) (2023)
Zihao Leng
,
Jie Zhang
,
Yi Ma
,
Jingyu Zhang
ICESat-2 Bathymetric Signal Reconstruction Method Based on a Deep Learning Model with Active-Passive Data Fusion.
Remote. Sens.
15 (2) (2023)
Shixi Lian
,
Yi Ma
,
Jinyi Liu
,
Yan Zheng
,
Zhaopeng Meng
HIPODE: Enhancing Offline Reinforcement Learning with High-Quality Synthetic Data from a Policy-Decoupled Approach.
CoRR
(2023)
Zongchen Jiang
,
Jie Zhang
,
Yi Ma
,
Xingpeng Mao
,
Kai Du
,
Yuxin Dai
Characteristics Analysis of Thermal Infrared Remote Sensing Response of Crude Oil and Emulsified Oil.
IGARSS
(2023)
He Lu
,
Yi Ma
,
Shichao Zhang
,
Xiang Yu
,
Jiahua Zhang
Daytime Sea Fog Identification Based on Multi-Satellite Information and the ECA-TransUnet Model.
Remote. Sens.
15 (16) (2023)
Shuang Yu
,
Weifeng Huang
,
Haoyu Zhang
,
Guoqing Zhou
,
Yi Ma
,
Zezhong Zheng
,
Ling Jiang
,
Fangrong Zhou
,
Qiang Liu
,
Xuefeng Yang
,
Tao Weng
Wildfire Detection Based On Himawari-8 Multi-Temporal Data.
IGARSS
(2023)
Yi Ma
,
Chenjun Xiao
,
Hebin Liang
,
Jianye Hao
Rethinking Decision Transformer via Hierarchical Reinforcement Learning.
CoRR
(2023)
Junfang Yang
,
Yabin Hu
,
Yi Ma
,
Meiqi Wang
,
Ning Zhang
,
Zhongwei Li
,
Jie Zhang
Combined Retrieval of Oil Film Thickness Using Hyperspectral and Thermal Infrared Remote Sensing.
Remote. Sens.
15 (22) (2023)
Junfang Yang
,
Jian Wang
,
Yabin Hu
,
Yi Ma
,
Zhongwei Li
,
Jie Zhang
Hyperspectral Marine Oil Spill Monitoring Using a Dual-Branch Spatial-Spectral Fusion Model.
Remote. Sens.
15 (17) (2023)
Jinyuan Liu
,
Yi Ma
,
Qidong Zhao
,
Yong Yu
,
Qing Chang
,
Yue Fang
Research on Compressed sensing and Transmission Methods of Video Resources Based on Virtual Reality.
ICCEIC
(2023)
Rongjie Liu
,
Binge Cui
,
Xi Fang
,
Baotao Guo
,
Yi Ma
,
Jubai An
Super-Resolution of GF-1 Multispectral Wide Field of View Images via a Very Deep Residual Coordinate Attention Network.
IEEE Geosci. Remote. Sens. Lett.
19 (2022)
Yubei Chen
,
Zeyu Yun
,
Yi Ma
,
Bruno A. Olshausen
,
Yann LeCun
Minimalistic Unsupervised Learning with the Sparse Manifold Transform.
CoRR
(2022)
Yi Ma
,
Yongqi Zhai
,
Ronggang Wang
DeepFGS: Fine-Grained Scalable Coding for Learned Image Compression.
CoRR
(2022)
Qurratulain Safder
,
Fangrong Zhou
,
Zezhong Zheng
,
Jun Xia
,
Yi Ma
,
Bo Wu
,
Mingcang Zhu
,
Yong He
,
Jiang Li
BA_EnCaps: Dense Capsule Architecture for Thermal Scrutiny.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Zongchen Jiang
,
Jie Zhang
,
Yi Ma
,
Xingpeng Mao
Hyperspectral Remote Sensing Detection of Marine Oil Spills Using an Adaptive Long-Term Moment Estimation Optimizer.
Remote. Sens.
14 (1) (2022)
Junfang Yang
,
Yi Ma
,
Yabin Hu
,
Zongchen Jiang
,
Jie Zhang
,
Jianhua Wan
,
Zhongwei Li
Decision Fusion of Deep Learning and Shallow Learning for Marine Oil Spill Detection.
Remote. Sens.
14 (3) (2022)
Fangrong Zhou
,
Hemeng Yang
,
Yi Ma
,
Yanfang Chen
,
Gang Wen
,
Yansheng Cheng
The node deployment of wireless sensor networks based on mobile edge computing.
Web Intell.
20 (4) (2022)
Zihao Leng
,
Jie Zhang
,
Yi Ma
,
Jingyu Zhang
,
Haitian Zhu
A novel bathymetry signal photon extraction algorithm for photon-counting LiDAR based on adaptive elliptical neighborhood.
Int. J. Appl. Earth Obs. Geoinformation
115 (2022)
Chen Chen
,
Hongyao Tang
,
Yi Ma
,
Chao Wang
,
Qianli Shen
,
Dong Li
,
Jianye Hao
State-Aware Proximal Pessimistic Algorithms for Offline Reinforcement Learning.
CoRR
(2022)
Aijun Cui
,
Jingyu Zhang
,
Yi Ma
,
Xi Zhang
A Noise De-Correlation Based Sun Glint Correction Method and Its Effect on Shallow Bathymetry Inversion.
Remote. Sens.
14 (23) (2022)
Junfang Yang
,
Yabin Hu
,
Yi Ma
,
Zhongwei Li
,
Jie Zhang
Research on Oil Spill Pollution Type Identification Using Rpnet Deep Learning Model and Airborne Hyperspectral Image.
IGARSS
(2022)
Huanwei Zhang
,
Yi Ma
,
Jingyu Zhang
,
Xin Zhao
,
Xuechun Zhang
,
Zihao Leng
Atmospheric Correction Model for Water-Land Boundary Adjacency Effects in Landsat-8 Multispectral Images and Its Impact on Bathymetric Remote Sensing.
Remote. Sens.
14 (19) (2022)
Zongchen Jiang
,
Yi Ma
,
Jie Zhang
,
Xingpeng Mao
,
Kai Du
,
Lin Zhang
Research on Thermal Infrared Remote Sensing Detection of Oil Spill on Sea Surface.
IGARSS
(2022)
Zhizhou He
,
Fabien Héliot
,
Yi Ma
Machine Learning for IRS-Assisted MU-MIMO Communications with Estimated Channels.
VTC Spring
(2022)
Tong Sang
,
Hongyao Tang
,
Yi Ma
,
Jianye Hao
,
Yan Zheng
,
Zhaopeng Meng
,
Boyan Li
,
Zhen Wang
PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations.
IJCAI
(2022)
Shengbang Tong
,
Xili Dai
,
Yubei Chen
,
Mingyang Li
,
Zengyi Li
,
Brent Yi
,
Yann LeCun
,
Yi Ma
Unsupervised Learning of Structured Representations via Closed-Loop Transcription.
CoRR
(2022)
Yongqi Zhai
,
Luyang Tang
,
Yi Ma
,
Rui Peng
,
Ronggang Wang
Disparity-based Stereo Image Compression with Aligned Cross-View Priors.
CoRR
(2022)
Yi Ma
,
Hao Pan
,
Guochao Qian
,
Fangrong Zhou
,
Yutang Ma
,
Gang Wen
,
Meng Zhao
,
Tianyu Li
Prediction of Transmission Line Icing Using Machine Learning Based on GS-XGBoost.
J. Sensors
2022 (2022)
Yaodong Yu
,
Zitong Yang
,
Alexander Wei
,
Yi Ma
,
Jacob Steinhardt
Predicting Out-of-Distribution Error with the Projection Norm.
CoRR
(2022)
Zihao Leng
,
Jie Zhang
,
Yi Ma
,
Jingyu Zhang
Satellite Derived Active-Passive Fusion Bathymetry based on Gru Model.
IGARSS
(2022)
Tong Sang
,
Hongyao Tang
,
Yi Ma
,
Jianye Hao
,
Yan Zheng
,
Zhaopeng Meng
,
Boyan Li
,
Zhen Wang
PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations.
CoRR
(2022)
Xuechun Zhang
,
Yi Ma
,
Zhongwei Li
,
Jingyu Zhang
Research on Optical Remote Sensing of Improved Shallow Water Bathymetry Without Measured Water Depth.
IGARSS
(2022)
Xin Zhao
,
Rongjie Liu
,
Yi Ma
,
Yanfang Xiao
,
Jing Ding
,
Jianqiang Liu
,
Quanbin Wang
Red Tide Detection Method for HY-1D Coastal Zone Imager Based on U-Net Convolutional Neural Network.
Remote. Sens.
14 (1) (2022)
Xuechun Zhang
,
Yi Ma
,
Zhongwei Li
,
Jingyu Zhang
Satellite derived bathymetry based on ICESat-2 diffuse attenuation signal without prior information.
Int. J. Appl. Earth Obs. Geoinformation
113 (2022)
Wei Jiang
,
Litian Li
,
Yi Ma
,
Yongqi Zhai
,
Zheng Yang
,
Ronggang Wang
Image Quality Assessment with Transformers and Multi-Metric Fusion Modules.
CVPR Workshops
(2022)
Fangrong Zhou
,
Weishi Jin
,
Yi Ma
,
Gang Wen
,
Lifeng Liu
,
Zezhong Zheng
Insulators Detection with High Resolution Images.
IGARSS
(2022)
Yongqi Zhai
,
Luyang Tang
,
Yi Ma
,
Rui Peng
,
Ronggang Wang
Disparity-based Stereo Image Compression with Aligned Cross-View Priors.
ACM Multimedia
(2022)
Hongjie Jiang
,
Yi Ma
,
Jiancong Ye
,
Chaofan Ling
,
Junpei Zhong
A Machine Learning Enabled Near Infrared Tracking Scheme for Localization of Gastrointestinal Smart Capsule.
IEEE Access
10 (2022)
Yi Ma
,
Kong Aik Lee
,
Ville Hautamäki
,
Haizhou Li
PL-EESR: Perceptual Loss Based END-TO-END Robust Speaker Representation Extraction.
CoRR
(2021)
Guangbo Ren
,
Jianbu Wang
,
Yunfei Lu
,
Peiqiang Wu
,
Xiaoqing Lu
,
Chen Chen
,
Yi Ma
Monitoring Changes to Arctic Vegetation and Glaciers at Ny-Ålesund, Svalbard, Based on Time Series Remote Sensing.
Remote. Sens.
13 (19) (2021)
Yi Ma
,
Tian Bai
,
Wenyu Zhang
,
Jian Hu
Multi-Granularity Hypergraphs and Adversarial Complementary Learning for Person Re-identification.
BMVC
(2021)
Yanfeng Gu
,
Tianzhu Liu
,
Guoming Gao
,
Guangbo Ren
,
Yi Ma
,
Jocelyn Chanussot
,
Xiuping Jia
Multimodal hyperspectral remote sensing: an overview and perspective.
Sci. China Inf. Sci.
64 (2) (2021)
Chunhui Yang
,
Yi Ma
,
Jiayu Yang
,
Shiyi Liu
,
Ronggang Wang
Graph-Convolution Network for Image Compression.
ICIP
(2021)
Meng Wang
,
Yi Ma
,
Fan Li
,
Zhengbing Guo
A Hybrid Semantic Segmentation Based on Level-Set Evolution Driven by Fully Convolutional Networks.
IEEE Access
9 (2021)
Yi Ma
,
Xiaotian Hao
,
Jianye Hao
,
Jiawen Lu
,
Xing Liu
,
Xialiang Tong
,
Mingxuan Yuan
,
Zhigang Li
,
Jie Tang
,
Zhaopeng Meng
A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems.
NeurIPS
(2021)
Yi Ma
,
Yongqi Zhai
,
Jiayu Yang
,
Chunhui Yang
,
Ronggang Wang
AFEC: Adaptive Feature Extraction Modules for Learned Image Compression.
ACM Multimedia
(2021)
Fangrong Zhou
,
Yi Ma
,
Bo Wang
,
Gang Lin
Dual-channel convolutional neural network for power edge image recognition.
J. Cloud Comput.
10 (1) (2021)
Zhixun Bai
,
Jing Lu
,
Ting Li
,
Yi Ma
,
Zhijiang Liu
,
Ranzun Zhao
,
Zhenglong Wang
,
Bei Shi
Clinical Feature-Based Machine Learning Model for 1-Year Mortality Risk Prediction of ST-Segment Elevation Myocardial Infarction in Patients with Hyperuricemia: A Retrospective Study.
Comput. Math. Methods Medicine
2021 (2021)
Yi Ma
,
Yutang Ma
,
Hao Pan
,
Renwei Wei
,
Lin Huang
Study on Aging Characteristics of ZnO Resistor Under Continuous Single Heavy Lightning Strike.
ICSAI
(2021)
Yi Ma
,
Qi Jiang
,
Xianting Wu
,
Renshan Zhu
,
Yan Gong
,
Yi Peng
,
Bo Duan
,
Shenghui Fang
Monitoring Hybrid Rice Phenology at Initial Heading Stage Based on Low-Altitude Remote Sensing Data.
Remote. Sens.
13 (1) (2021)
Yi Ma
,
Tian Bai
,
Wenyu Zhang
,
Shuang Li
,
Jian Hu
,
Mingzhe Lu
Multi-Scale Relation Network for Person Re-identification.
ISCC
(2021)
Fei Ni
,
Jianye Hao
,
Jiawen Lu
,
Xialiang Tong
,
Mingxuan Yuan
,
Jiahui Duan
,
Yi Ma
,
Kun He
A Multi-Graph Attributed Reinforcement Learning based Optimization Algorithm for Large-scale Hybrid Flow Shop Scheduling Problem.
KDD
(2021)
Amir Rasouli
,
Soheil Alizadeh
,
Iuliia Kotseruba
,
Yi Ma
,
Hebin Liang
,
Yuan Tian
,
Zhiyu Huang
,
Haochen Liu
,
Jingda Wu
,
Randy Goebel
,
Tianpei Yang
,
Matthew E. Taylor
,
Liam Paull
,
Xi Chen
Driving SMARTS Competition at NeurIPS 2022: Insights and Outcome.
NeurIPS (Competition and Demos)
(2021)
Yi Ma
,
Yongqi Zhai
,
Chunhui Yang
,
Jiayu Yang
,
Ruofan Wang
,
Jing Zhou
,
Kai Li
,
Ying Chen
,
Ronggang Wang
Variable Rate ROI Image Compression Optimized for Visual Quality.
CVPR Workshops
(2021)
Yi Ma
,
Kong Aik Lee
,
Ville Hautamäki
,
Haizhou Li
PL-EESR: Perceptual Loss Based End-to-End Robust Speaker Representation Extraction.
ASRU
(2021)
Wenyu Zhang
,
Qing Ding
,
Jian Hu
,
Yi Ma
,
Mingzhe Lu
Pixel-wise Graph Attention Networks for Person Re-identification.
ACM Multimedia
(2021)
Jiayu Yang
,
Chunhui Yang
,
Yi Ma
,
Shiyi Liu
,
Ronggang Wang
Learned Low Bit-rate Image Compression with Adversarial Mechanism.
CVPR Workshops
(2020)
Yi Ma
,
Xinzi Xu
,
Yongfu Li
LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation.
INTERSPEECH
(2020)