Huimin Ma

Orcid: 0000-0001-5383-5667

Affiliations:
  • University of Science and Technology, School of Computer and Commuication Engineering, Beijing, China
  • Beijing Institute of Technology, School of mechanical electronic engineering, China (PhD 2001)


According to our database1, Huimin Ma authored at least 114 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance.
CoRR, 2024

RhythmFormer: Extracting rPPG Signals Based on Hierarchical Temporal Periodic Transformer.
CoRR, 2024

Step Vulnerability Guided Mean Fluctuation Adversarial Attack against Conditional Diffusion Models.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Transferable Adversarial Attacks for Object Detection Using Object-Aware Significant Feature Distortion.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Temporal Information Fusion Network for Driving Behavior Prediction.
IEEE Trans. Intell. Transp. Syst., September, 2023

MotionVideoGAN: A Novel Video Generator Based on the Motion Space Learned From Image Pairs.
IEEE Trans. Multim., 2023

Virtual Try-On With Garment Self-Occlusion Conditions.
IEEE Trans. Multim., 2023

Lithium-Ion Battery Calendar Health Prognostics Based on Knowledge-Data-Driven Attention.
IEEE Trans. Ind. Electron., 2023

A Hybrid Deep Transfer Learning Model With Kernel Metric for COVID-19 Pneumonia Classification Using Chest CT Images.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Semi-Structural Interview-Based Chinese Multimodal Depression Corpus Towards Automatic Preliminary Screening of Depressive Disorders.
IEEE Trans. Affect. Comput., 2023

DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data.
CoRR, 2023

Few-shot 3D Shape Generation.
CoRR, 2023

Enhancing Short-Term Wind Speed Forecasting using Graph Attention and Frequency-Enhanced Mechanisms.
CoRR, 2023

Distribution Aligned Feature Clustering for Zero-Shot Sketch-Based Image Retrieval.
CoRR, 2023

FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Synthesizing Videos from Images for Image-to-Video Adaptation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Enhancing Adversarial Robustness of Multi-modal Recommendation via Modality Balancing.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Micro-Expression Spotting with Face Alignment and Optical Flow.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Learning a Graph Neural Network with Cross Modality Interaction for Image Fusion.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Defending Against Universal Patch Attacks by Restricting Token Attention in Vision Transformers.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Learning representative viewpoints in 3D shape recognition.
Vis. Comput., 2022

Boosting Monocular 3D Human Pose Estimation With Part Aware Attention.
IEEE Trans. Image Process., 2022

A Transferred Recurrent Neural Network for Battery Calendar Health Prognostics of Energy-Transportation Systems.
IEEE Trans. Ind. Informatics, 2022

Self-Attention-Based Machine Theory of Mind for Electric Vehicle Charging Demand Forecast.
IEEE Trans. Ind. Informatics, 2022

Cross-Modal Cross-Domain Dual Alignment Network for RGB-Infrared Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol., 2022

Concordance between facial micro-expressions and physiological signals under emotion elicitation.
Pattern Recognit. Lett., 2022

Weakly-supervised semantic segmentation with superpixel guided local and global consistency.
Pattern Recognit., 2022

Co-attention dictionary network for weakly-supervised semantic segmentation.
Neurocomputing, 2022

Attribute assisted teacher-critical training strategies for image captioning.
Neurocomputing, 2022

Visibility of points: Mining occlusion cues for monocular 3D object detection.
Neurocomputing, 2022

LIDAR: learning from imperfect demonstrations with advantage rectification.
Frontiers Comput. Sci., 2022

Few-shot Image Generation with Diffusion Models.
CoRR, 2022

Few-shot Image Generation via Masked Discrimination.
CoRR, 2022

Correction: Detecting protein complexes with multiple properties by an adaptive harmony search algorithm.
BMC Bioinform., 2022

Detecting protein complexes with multiple properties by an adaptive harmony search algorithm.
BMC Bioinform., 2022

3D Human Mesh Reconstruction by Learning to Sample Joint Adaptive Tokens for Transformers.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Eliminating Spatial Ambiguity for Weakly Supervised 3D Object Detection without Spatial Labels.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Gestalt-Guided Image Understanding for Few-Shot Learning.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
Driving Behavior Prediction Considering Cognitive Prior and Driving Context.
IEEE Trans. Intell. Transp. Syst., 2021

Pedestrian instance segmentation with prior structure of semantic parts.
Pattern Recognit. Lett., 2021

Single annotated pixel based weakly supervised semantic segmentation under driving scenes.
Pattern Recognit., 2021

Label Disentangled Analysis for unsupervised visual domain adaptation.
Knowl. Based Syst., 2021

Video Frame Interpolation via Structure-Motion based Iterative Fusion.
CoRR, 2021

STA-GCN: Spatio-Temporal AU Graph Convolution Network for Facial Micro-expression Recognition.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

MVAD-Net: Learning View-Aware and Domain-Invariant Representation for Baggage Re-identification.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Distance-Based Class Activation Map for Metric Learning.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Face Anti-spoofing Based on Cooperative Pose Analysis.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

LiDAR-Based Symmetrical Guidance for 3D Object Detection.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Improving Adversarial Robustness of Detector via Objectness Regularization.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Semantic Tag Augmented XlanV Model for Video Captioning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Multi-Task Long-Range Urban Driving Based on Hierarchical Planning and Reinforcement Learning.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

LiDAR-based 3D Video Object Detection with Foreground Context Modeling and Spatiotemporal Graph Reasoning.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Enhancing Adversarial Robustness For Image Classification By Regularizing Class Level Feature Distribution.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

PLNL-3DSSD: Part-Aware 3D Single Stage Detector Using Local And Non-Local Attention.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Depression Detection by Combining Eye Movement with Image Semantics.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Frequency Transfer Model: Generating High Frequency Components for Fluid Simulation Details Reconstruction.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Device-Adaptive 2D Gaze Estimation: A Multi-Point Differential Framework.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Defending against Universal Adversarial Patches by Clipping Feature Norms.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Depression Detection by Analysing Eye Movements on Emotional Images.
Proceedings of the IEEE International Conference on Acoustics, 2021

Effect of Depression Severity on Emotion Context Insensitivity Revealed by Facial Activities Analysis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Deep generative smoke simulator: connecting simulated and real data.
Vis. Comput., 2020

Weaklier Supervised Semantic Segmentation With Only One Image Level Annotation per Category.
IEEE Trans. Image Process., 2020

OccGAN: Semantic image augmentation for driving scenes.
Pattern Recognit. Lett., 2020

WSODPB: Weakly supervised object detection with PCSNet and box regression module.
Neurocomputing, 2020

Deep clustering for weakly-supervised semantic segmentation in autonomous driving scenes.
Neurocomputing, 2020

Semantic head enhanced pedestrian detection in a crowd.
Neurocomputing, 2020

Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning.
Int. J. Comput. Vis., 2020

Unsupervised segmentation via semantic-apparent feature fusion.
CoRR, 2020

Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class.
CoRR, 2020

Cross-Domain Disentangle Network for Image Manipulation.
Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

AVD-Net: Attention Value Decomposition Network For Deep Multi-Agent Reinforcement Learning.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

S-VoteNet: Deep Hough Voting with Spherical Proposal for 3D Object Detection.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Real-time smoke simulation based on vorticity preserving lattice Boltzmann method.
Vis. Comput., 2019

Essential element-region driven model in image recognition.
Neurocomputing, 2019

Semantic Head Enhanced Pedestrian Detection in a Crowd.
CoRR, 2019

WSOD with PSNet and Box Regression.
CoRR, 2019

Pretrain Soft Q-Learning with Imperfect Demonstrations.
CoRR, 2019

Visual Tracking Based on Multi-cue Proposals and Long Short-Term Features Learning.
Proceedings of the Image and Graphics Technologies and Applications, 2019

Occluded Pedestrian Detection with Visible IoU and Box Sign Predictor.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Modified Capsule Network for Object Classification.
Proceedings of the Image and Graphics - 10th International Conference, 2019

Challenges Driven Network for Visual Tracking.
Proceedings of the Image and Graphics - 10th International Conference, 2019

Semantic Inference Network for Human-Object Interaction Detection.
Proceedings of the Image and Graphics - 10th International Conference, 2019

2018
Traffic Light Recognition for Complex Scene With Fusion Detections.
IEEE Trans. Intell. Transp. Syst., 2018

Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection.
IEEE Trans. Image Process., 2018

Saliency detection via alternative optimization adaptive influence matrix model.
Pattern Recognit. Lett., 2018

Feature proposal model on multidimensional data clustering and its application.
Pattern Recognit. Lett., 2018

3D Object Proposals Using Stereo Imagery for Accurate Object Class Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Pretraining Deep Actor-Critic Reinforcement Learning Algorithms With Expert Demonstrations.
CoRR, 2018

Driving Maneuvers Prediction Based on Cognition-driven and Data-driven Method.
Proceedings of the IEEE Visual Communications and Image Processing, 2018

Application of Ghost Images for Object Detection and Quality Assessment.
Proceedings of the Image and Graphics Technologies and Applications, 2018

Region Proposal Ranking via Fusion Feature for Object Detection.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Key Parts Context and Scene Geometry in Human Head Detection.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Generalized symmetric pair model for action classification in still images.
Pattern Recognit., 2017

Boundary-aware box refinement for object proposal generation.
Neurocomputing, 2017

Survival-Oriented Reinforcement Learning Model: An Effcient and Robust Deep Reinforcement Learning Algorithm for Autonomous Driving Problem.
Proceedings of the Image and Graphics - 9th International Conference, 2017

Single Image Action Recognition Using Semantic Body Part Actions.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Multi-view 3D Object Detection Network for Autonomous Driving.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Semantic parts based top-down pyramid for action recognition.
Pattern Recognit. Lett., 2016

Geodesic weighted Bayesian model for saliency optimization.
Pattern Recognit. Lett., 2016

Multi-scale region candidate combination for action recognition.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Salient object detection via fast R-CNN and low-level cues.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Monocular 3D Object Detection for Autonomous Driving.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
3D Object Proposals for Accurate Object Class Detection.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Viewpoints Selection of 3D Object Recognition Based on Manifold Topological Multi-resolution Analysis Method.
Proceedings of the Advances in Image and Graphics Technologies - 10th Chinese Conference, 2015

Geodesic weighted Bayesian model for salient object detection.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

The analysis of frequency domain characteristics of emotional images in eye-tracking experiment.
Proceedings of the Seventh International Conference on Digital Image Processing, 2015

Improving object proposals with multi-thresholding straddling expansion.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Humanoid-Eye Imaging System Model with Ability of Resolving Power Computing.
Proceedings of the Advances in Image and Graphics Technologies - Chinese Conference, 2014

Learning a compact latent representation of the Bag-of-Parts model.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Protected Pooling Method of Sparse Coding in Visual Classification.
Proceedings of the Computer Vision and Graphics - International Conference, 2014

2011
Manifold topological multi-resolution analysis method.
Pattern Recognit., 2011

2009
A Solution to Efficient Viewpoint Space Partition in 3D Object Recognition.
Proceedings of the Fifth International Conference on Image and Graphics, 2009


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