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Matthew B. Blaschko

  1. Fine-Grained Visual Classification of Aircraft
    2013/06/21 by Subhransu Maji, Esa Rahtu, Maji, Subhransu +7 · 242 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Infrared Target Detection Methodologies
  2. Document Understanding Dataset and Evaluation (DUDE)
    2023/05/15 by Jordy Van Landeghem, Rubèn Tito, Van Landeghem, Jordy +23 · 29 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  3. Towards a glaucoma risk index based on simulated hemodynamics from\n fundus images
    2018/05/25 by José Ignacio Orlando, Orlando, José Ignacio, João Barbosa‐Breda +10 · 7 citations
    Medicine · #Cardiovascular Health and Disease Prevention #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Glaucoma and retinal disorders #Retinal Diseases and Treatments #Retinal Imaging and Analysis
  4. Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs
    2024/07/01 by Enshu Liu, Liu, Enshu, Junyi Zhu +15 · 12 citations
    Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
  5. The Lovász Hinge: A Novel Convex Surrogate for Submodular Losses
    2015/12/24 by Jiaqian Yu, Yu, Jiaqian, Matthew B. Blaschko +1 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
  6. Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
    2024/11/06 by Pedro R. A. S. Bassi, Bassi, Pedro R. A. S., Wenxuan Li +103 · 13 citations
    Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
  7. Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles
    2025/05/29 by Zifu Wang, Wang, Zifu, Junyi Zhu +11 · 18 citations
    Computer Science · #Image Processing and 3D Reconstruction #Handwritten Text Recognition Techniques #Human Pose and Action Recognition
  8. An Ensemble Deep Learning Based Approach for Red Lesion Detection in\n Fundus Images
    2017/06/09 by José Ignacio Orlando, Elena Prokofyeva, Orlando, José Ignacio +5 · 2 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Diseases and Treatments #Retinal Imaging and Analysis #Retinal and Optic Conditions
  9. Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised\n Knee Osteoarthritis Severity Grading from Plain Radiographs
    2020/01/01 by Huy Hoang Nguyen, Simo Saarakkala, Nguyen, Huy Hoang +5 · 2 citations
    Medicine · #Bone and Joint Diseases #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Osteoarthritis Treatment and Mechanisms #Rheumatoid Arthritis Research and Therapies #Total Knee Arthroplasty Outcomes #electronic engineering #information engineering
  10. Balancing Multimodal Training Through Game-Theoretic Regularization
    2024/11/11 by Konstantinos Kontras, Kontras, Konstantinos, Thomas Strypsteen +9 · 5 citations
    Economics, Econometrics and Finance · #Sports Analytics and Performance
  11. B-tests: Low Variance Kernel Two-Sample Tests
    2013/07/08 by Wojciech Zaremba, Zaremba, Wojciech, Arthur Gretton +3 · 2 citations
    Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
  12. Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning
    2023/05/31 by Junyi Zhu, Ruicong Yao, Zhu, Junyi +3 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  13. A Convex Surrogate Operator for General Non-Modular Loss Functions
    2016/04/12 by Jiaqian Yu, Matthew B. Blaschko, Yu, Jiaqian +1 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
  14. A Corrected Expected Improvement Acquisition Function Under Noisy Observations
    2023/10/08 by Han Zhou, Zhou, Han, Xingchen Ma +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Forecasting Techniques and Applications #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. The Lov 'asz-Softmax loss: A tractable surrogate for the optimization of\n the intersection-over-union measure in neural networks
    2017/05/24 by Maxim Berman, Amal Rannen Triki, Berman, Maxim +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  16. Predicting Physical World Destinations for Commands Given to Self-Driving Cars
    2021/12/10 by Dusan Grujicic, Grujicic, Dusan, Thierry Deruyttere +5 · 1 citation
    Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  17. DAVE: Diagnostic benchmark for Audio Visual Evaluation
    2025/03/12 by Gorjan Radevski, Teodora Popordanoska, Radevski, Gorjan +5 · 2 citations
    Computer Science · #Music and Audio Processing
  18. Confidence-aware Personalized Federated Learning via Variational Expectation Maximization
    2023/05/21 by Junyi Zhu, Zhu, Junyi, Xingchen Ma +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  19. Beyond Document Page Classification: Design, Datasets, and Challenges
    2023/08/24 by Jordy Van Landeghem, Sanket Biswas, Van Landeghem, Jordy +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies
  20. Multimodal Adaptive Inference for Document Image Classification with Anytime Early Exiting
    2024/05/21 by Omar Hamed, Souhail Bakkali, Hamed, Omar +7 · 1 citation
    Computer Science · #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques
  21. A Generic Method for Fine-grained Category Discovery in Natural Language Texts
    2024/06/18 by Chang Tian, Tian, Chang, Matthew B. Blaschko +9 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies
  22. Using Causality for Enhanced Prediction of Web Traffic Time Series
    2025/02/02 by Chang Tian, Tian, Chang, Mingzhe Xing +9 · 4 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
  23. A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators
    2024/10/20 by Han Zhou, Zhou, Han, Jordy Van Landeghem +5 · 1 citation
    Mathematics · #Survey Sampling and Estimation Techniques
  24. AC-IND: Sparse CT reconstruction based on attenuation coefficient estimation and implicit neural distribution
    2024/09/11 by Wangduo Xie, Xie, Wangduo, Richard Schoonhoven +5 · 1 citation
    Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiation Dose and Imaging #electronic engineering #information engineering
  25. FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models
    2024/06/23 by Junyi Zhu, Shuochen Liu, Zhu, Junyi +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  26. C-PTQ: Fisher-weighted Channel-wise Sensitivity for Post-training Quantization of MLLMs
    2026/07/23 by Jiameng Li, Han Zhou, Matthew B. Blaschko
    #cs.CV