Huimin Ma
27 papers · 2015–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (44) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(4)
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Dynamic Duo
(14)
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Keyword Champion
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Keyword Pioneer
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Keyword Collector
(133)
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Prolific Year Β· Prolific
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Century Club Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Computer Vision
(17)
Deep Learning
(14)
Analysis
(13)
Artificial Intelligence
(11)
Machine Learning
(10)
Core AI
(9)
Domain-Specific
(6)
Learning Types Β· Deep Learning
(6)
Learning Types Β· Machine Learning
(6)
Architectures
(5)
Models
(5)
Application Areas
(3)
Learning Paradigms
(3)
Generation
(2)
Processing
(2)
Keywords
adversarial attack
(5)
autonomous driving
(5)
object detection
(4)
3d reconstruction
(3)
depth estimation
(3)
semantic segmentation
(3)
object proposal
(2)
image generation
(2)
multi-view stereo
(2)
adversarial robustness
(2)
multimodal large language model
(2)
bounding box
(2)
diffusion model
(2)
camera pose estimation
(2)
domain adaptation
(2)
convolutional neural network
(2)
3d object detection
(2)
theory of mind
(2)
transfer learning
(1)
variational inference
(1)
Papers
Unposed-to-3D: Learning Simulation-Ready Vehicles from Real-World Images
CVPR 2026
Video-Only ToM: Enhancing Theory of Mind in Multimodal Large Language Models
CVPR 2026
AΒ²RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion
AAAI 2025
DADet: Safeguarding Image Conditional Diffusion Models against Adversarial and Backdoor Attacks via Diffusion Anomaly Detection
ICCV 2025
From Black Boxes to Transparent Minds: Evaluating and Enhancing the Theory of Mind in Multimodal Large Language Models
ICML 2025
Image-to-video Adaptation with Outlier Modeling and Robust Self-learning
AAAI 2025
Kaleidoscopic Background Attack: Disrupting Pose Estimation with Multi-Fold Radial Symmetry Textures
ICCV 2025
MonoMVSNet: Monocular Priors Guided Multi-View Stereo Network
ICCV 2025
ProtoCar: Learning 3D Vehicle Prototypes from Single-View and Unconstrained Driving Scene Images
AAAI 2025
RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement
AAAI 2025
RRT-MVS: Recurrent Regularization Transformer for Multi-View Stereo
AAAI 2025
SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation
CVPR 2025
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models
NeurIPS 2024
Step Vulnerability Guided Mean Fluctuation Adversarial Attack against Conditional Diffusion Models
AAAI 2024
Transferable Adversarial Attacks for Object Detection Using Object-Aware Significant Feature Distortion
AAAI 2024
Unlocking Attributes' Contribution to Successful Camouflage: A Combined Textual and Visual Analysis Strategy
ECCV 2024
Unveiling the Dynamics of Information Interplay in Supervised Learning
ICML 2024
Upper-body Hierarchical Graph for Skeleton Based Emotion Recognition in Assistive Driving
ECCV 2024
FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning
NeurIPS 2023
Defending Against Universal Adversarial Patches by Clipping Feature Norms
ICCV 2021
Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems
NeurIPS 2021
Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features
CVPR 2018
Multi-View 3D Object Detection Network for Autonomous Driving
CVPR 2017
Single Image Action Recognition Using Semantic Body Part Actions
ICCV 2017
Monocular 3D Object Detection for Autonomous Driving
CVPR 2016
3D Object Proposals for Accurate Object Class Detection
NeurIPS 2015
Improving Object Proposals With Multi-Thresholding Straddling Expansion
CVPR 2015