MB
Margrit Betke
cs.CVcs.LGcs.AIcs.CLcs.HCAlgorithmsMovementRespirationaphasiaAphasia
On Valency
published · living versionsW_hwk8skzp·v1 · currentpublished
Modeling Discourse Profiles in Climate Misinformation Discourse
with Ge Gao, Zhengyang Shan, Bryan A. Plummer, Derry Wijaya
1 version
Preprints & journals
59 papers in the corpus · 2001–2026Machine Learning Driven 'Therapy Calculator' for Self-Managed Digital Speech-Language Therapy for Individuals with Post-stroke Aphasia10.64898/2026.01.22.26344656v1 · Liu, H., Betke, M., Ishwar, P. et al.2026 · 1 citationmedRxiv
FourierMIL: Fourier Filtering-based Multiple Instance Learning for Whole Slide Image Analysis.41472916 · Zheng, Yi, Sharma, Harsh, Betke, Margrit et al.2026 · 4 citationsInternational journal of computer vision. 2026;134(1):26
Walk and Read Less: Improving the Efficiency of Vision-and-Language Navigation via Tuning-Free Multimodal Token Pruning2509.15250v2 · Wenda Qin, Andrea Burns, Bryan A. Plummer et al.2025 · 1 citationarXiv
Gen-AFFECT: Generation of Avatar Fine-grained Facial Expressions with Consistent identiTy2508.09461v1 · Hao Yu, Rupayan Mallick, Margrit Betke et al.2025 · 0 citationsarXiv
LoRA-Loop: Closing the Synthetic Replay Cycle for Continual VLM Learning2507.13568v2 · Kaihong Wang, Donghyun Kim, Margrit Betke2025 · 2 citationsarXiv
Aphasia severity prediction using a multi-modal machine learning approach.40554033 · Hu, Xinyi, Varkanitsa, Maria, Kropp, Emerson et al.2025 · 8 citationsNeuroImage. 2025;317:121300
GenEAva: Generating Cartoon Avatars with Fine-Grained Facial Expressions from Realistic Diffusion-based Faces2504.07945v1 · Hao Yu, Rupayan Mallick, Margrit Betke et al.2025 · 0 citationsarXiv
DebiasPI: Inference-time Debiasing by Prompt Iteration of a Text-to-Image Generative Model2501.18642v1 · Sarah Bonna, Yu-Cheng Huang, Ekaterina Novozhilova et al.2025 · 3 citationsarXiv
ExeChecker: Where Did I Go Wrong?2412.10573v2 · Yiwen Gu, Mahir Patel, Margrit Betke2024 · 0 citationsarXiv
A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia.39279836 · Chen, Zijian, Varkanitsa, Maria, Ishwar, Prakash et al.2026 · 2 citationsArXiv. 2024
Graph Attention-Based Fusion of Pathology Images and Gene Expression for Prediction of Cancer Survival.38587959 · Zheng, Yi, Conrad, Regan D, Green, Emily J et al.2024 · 43 citationsIEEE transactions on medical imaging. 2024;43(9):3085-3097
FLUEnT: Transformer for detecting lung consolidations in videos using fused lung ultrasound encodings.39163826 · Khan, Umair, Thompson, Russell, Li, Jason et al.2024 · 9 citationsComputers in biology and medicine. 2024;180:109014
Enhancing Emotion Prediction in News Headlines: Insights from ChatGPT and Seq2Seq Models for Free-Text Generation2407.10091v1 · Ge Gao, Jongin Kim, Sejin Paik et al.2024 · 1 citationProceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) 5944-5955
Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage2406.17213v1 · Isidora Chara Tourni, Lei Guo, Hengchang Hu et al.2024 · 11 citationsarXiv
Curated and Annotated Dataset of Lung US Images in Zambian Children with Clinical Pneumonia.38381039 · Etter, Lauren, Betke, Margrit, Camelo, Ingrid Y et al.2024 · 7 citationsRadiology. Artificial intelligence. 2024;6(2):e230147
BU-CVKit: Extendable Computer Vision Framework for Species Independent Tracking and Analysis2306.04736v1 · Mahir Patel, Lucas Carstensen, Yiwen Gu et al.2023 · 0 citationsarXiv
Consistent long-term practice leads to consistent improvement: Benefits of self-managed therapy for language and cognitive deficits using a digital therapeutic.37114182 · Liu, Hantian, Cordella, Claire, Ishwar, Prakash et al.2023 · 12 citationsFrontiers in digital health. 2023;5:1095110
Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation2211.14703v3 · Kaihong Wang, Donghyun Kim, Rogerio Feris et al.2022 · 1 citationarXiv
A Graph-Transformer for Whole Slide Image Classification.35594209 · Zheng, Yi, Gindra, Rushin H, Green, Emily J et al.2022 · 254 citationsIEEE transactions on medical imaging. 2022;41(11):3003-3015
A Unified Framework for Domain Adaptive Pose Estimation2204.00172v3 · Donghyun Kim, Kaihong Wang, Kate Saenko et al.2022 · 35 citationsarXiv
Multimodal Neural and Behavioral Data Predict Response to Rehabilitation in Chronic Poststroke Aphasia.35078348 · Billot, Anne, Lai, Sha, Varkanitsa, Maria et al.2022 · 47 citationsStroke. 2022;53(5):1606-1614
Deep-Learning-Driven Quantification of Interstitial Fibrosis in Digitized Kidney Biopsies.34033750 · Zheng, Yi, Cassol, Clarissa A, Jung, Saemi et al.2021 · 47 citationsThe American journal of pathology. 2021;191(8):1442-1453
Project SEARCH (Scanning EARs for Child Health): validating an ear biometric tool for patient identification in Zambia.33655198 · Etter, Lauren, Simukanga, Alinani, Qin, Wenda et al.2021 · 6 citationsGates open research. 2020;4:168
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation2009.08610v1 · Kaihong Wang, Chenhongyi Yang, Margrit Betke2020 · 16 citationsarXiv
OpenFraming: We brought the ML; you bring the data. Interact with your data and discover its frames2008.06974v1 · Alyssa Smith, David Assefa Tofu, Mona Jalal et al.2020 · 0 citationsarXiv
SIDOD: A Synthetic Image Dataset for 3D Object Pose Recognition with Distractors2008.05955v1 · Mona Jalal, Josef Spjut, Ben Boudaoud et al.2020 · 28 citationsarXiv
Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System2002.05242v2 · Nataniel Ruiz, Hao Yu, Danielle A. Allessio et al.2020 · 12 citationsarXiv
Performance Comparison of Crowdworkers and NLP Tools on Named-Entity Recognition and Sentiment Analysis of Political Tweets2002.04181v2 · Mona Jalal, Kate K. Mays, Lei Guo et al.2020 · 1 citationarXiv
Learning to Separate: Detecting Heavily-Occluded Objects in Urban Scenes1912.01674v3 · Chenhongyi Yang, Vitaly Ablavsky, Kaihong Wang et al.2019 · 12 citationsarXiv
A method for detecting text of arbitrary shapes in natural scenes that improves text spotting1911.07046v3 · Qitong Wang, Yi Zheng, Margrit Betke2019 · 9 citationsarXiv
Scraping Social Media Photos Posted in Kenya and Elsewhere to Detect and Analyze Food Types1909.00134v1 · Kaihong Wang, Mona Jalal, Sankara Jefferson et al.2019 · 25 citationsarXiv
Deep Neural Network for Semantic-based Text Recognition in Images1908.01403v3 · Yi Zheng, Qitong Wang, Margrit Betke2019 · 5 citationsarXiv
Predicting How to Distribute Work Between Algorithms and Humans to Segment an Image Batch1905.00060v1 · Danna Gurari, Yinan Zhao, Suyog Dutt Jain et al.2019 · 5 citationsarXiv
BUOCA: Budget-Optimized Crowd Worker Allocation1901.06237v1 · Mehrnoosh Sameki, Sha Lai, Kate K. Mays et al.2019 · 3 citationsarXiv
SAVOIAS: A Diverse, Multi-Category Visual Complexity Dataset1810.01771v1 · Elham Saraee, Mona Jalal, Margrit Betke2018 · 3 citationsarXiv
Predicting Foreground Object Ambiguity and Efficiently Crowdsourcing the Segmentation(s)1705.00366v1 · Danna Gurari, Kun He, Bo Xiong et al.2017 · 14 citationsarXiv
Automating Image Analysis by Annotating Landmarks with Deep Neural Networks1702.00583v1 · Mikhail Breslav, Tyson L. Hedrick, Stan Sclaroff et al.2017 · 1 citationarXiv
Using collision cones to assess biological deconfliction methods.27655669 · Brace, Natalie L, Hedrick, Tyson L, Theriault, Diane H et al.2021 · 17 citationsJournal of the Royal Society, Interface. 2016;13(122)
Dynamic Allocation of Crowd Contributions for Sentiment Analysis during the 2016 U.S. Presidential Election1608.08953v2 · Mehrnoosh Sameki, Mattia Gentil, Kate K. Mays et al.2016 · 3 citationsarXiv
Salient Object Subitizing1607.07525v1 · Jianming Zhang, Shugao Ma, Mehrnoosh Sameki et al.2016 · 8 citationsarXiv
Perceptual Modalities Guiding Bat Flight in a Native Habitat.27264498 · Kong, Zhaodan, Fuller, Nathan, Wang, Shuai et al.2018 · 19 citationsScientific reports. 2016;6:27252
Discovering Useful Parts for Pose Estimation in Sparsely Annotated Datasets1605.00707v1 · Mikhail Breslav, Tyson L. Hedrick, Stan Sclaroff et al.2016 · 1 citationarXiv
A protocol and calibration method for accurate multi-camera field videography.24577444 · Theriault, Diane H, Fuller, Nathan W, Jackson, Brandon E et al.2015 · 211 citationsThe Journal of experimental biology. 2014;217(Pt 11):1843-8
Optical Flow Sensing and the Inverse Perception Problem for Flying Bats1303.3072v1 · Zhaodan Kong, Kayhan Ozcimder, Nathan Fuller et al.2013 · 13 citationsarXiv
The kernel semi-least squares method for sparse distance approximation.23148407 · Epstein, Samuel, Betke, Margrit2013 · 2 citationsNeural computation. 2013;25(2):532-48
Hierarchical partial matching and segmentation of interacting cells.23285575 · Wu, Zheng, Gurari, Danna, Wong, Joyce Y et al.2013 · 17 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2012;15(Pt 1):389-96
An Information Theoretic Representation of Agent Dynamics as Set Intersections1107.0998v1 · Samuel Epstein, Margrit Betke2011 · 5 citationsarXiv
Explaining clustered ventilation defects via a minimal number of airway closure locations.19082726 · Mullally, William, Betke, Margrit, Albert, Mitchell et al.2009 · 10 citationsAnnals of biomedical engineering. 2009;37(2):286-300
Applications of thermal infrared imaging for research in aeroecology.21669772 · Hristov, Nickolay I, Betke, Margrit, Kunz, Thomas H2013 · 97 citationsIntegrative and comparative biology. 2008;48(1):50-9
Brazilian free-tailed bats as insect pest regulators in transgenic and conventional cotton crops.18536245 · Federico, Paula, Hallam, Thomas G, McCracken, Gary F et al.2008 · 106 citationsEcological applications : a publication of the Ecological Society of America. 2008;18(4):826-37
Career total: 378 works. 59 are in this corpus.Showing the 50 most recent.
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