SR
Sirisha Rambhatla
cs.LGcs.CVcs.AIstat.MLArtificial Intelligencecs.CLcs.CYeess.IVMachine learningmath.OC
On Valency
published · living versionsW_htpg5sm4·v1 · currentpublished
UT-HMR: Uncertainty-Guided Temporal Modeling for Robust 3D Human Mesh Recovery
with Zhibo Wang, Yuhao Chen, Maria Koshkina, David Clausi
1 version
Preprints & journals
47 papers in the corpus · 2012–2026MaskMerge: Structure-aware Token Merging for Efficient Instance Segmentation2610.22921v1 · Bavesh Balaji, Letian Jiang, Alexander Wong et al.2026 · 0 citationsarXiv
Query-adaptive Recurrent Tokenization2610.22957v2 · Bavesh Balaji, Pranav Gopinath, Pouya Sadeghi et al.2026 · 0 citationsarXiv
Pixels to Tokens: Token Space Efficient Active Learning for Low-Budget Semantic Segmentation2610.20881v1 · Utku Cicek, Mahip Singh, Ziyao Shang et al.2026 · 0 citationsarXiv
Clean: Second-order LLM Training at Linear Memory Cost via Nyström Sketching2610.04204v3 · Beheshteh T. Rakhshan, Sahar Rajabi, Maziar Sargordi et al.2026 · 0 citationsarXiv
How Far Can INRs Go? Cross-Domain Parameter-efficient INR-Based Semantic Segmentation for Brain MRI2609.31573v1 · Ziyao Shang, Pouya Sadeghi, Letian Jiang et al.2026 · 0 citationsarXiv
A donor-recipient ranking model to optimize long-term survival post liver transplant.42304010 · Tan, Eunice, Wang, Yingke, Sun, Yingji et al.2026 · 0 citationsScientific reports. 2026;16(1)
PinPoint: Prompting with Informative Interior Points2605.26689v1 · Pouya Sadeghi, Shawn He, Pedro Pablo Guerrero Vela et al.2026 · 0 citationsarXiv
Zero-Shot Object Re-Identification in Egocentric Kitchen Videos via Multi-Stage SAM3 Feature Fusion2605.26383v1 · Dmytro Klepachevskyi, Alexander Wong, Sirisha Rambhatla et al.2026 · 0 citationsarXiv
TamperBench: Systematically Stress-Testing LLM Safety Under Fine-Tuning and Tampering2602.06911v2 · Saad Hossain, Tom Tseng, Punya Syon Pandey et al.2026 · 1 citationarXiv
Forecasting Waitlist Trajectories for Patients With Metabolic Dysfunction-Associated Steatohepatitis Cirrhosis: A Neural Network Competing Risk Analysis.41610175 · Punchhi, Gopika, Sun, Yingji, Tan, Eunice et al.2026 · 3 citationsJournal of medical Internet research. 2026;28:e68247
Avatar4D: Synthesizing Domain-Specific 4D Humans for Real-World Pose Estimation2512.16199v1 · Jerrin Bright, Zhibo Wang, Dmytro Klepachevskyi et al.2025 · 0 citationsarXiv
Responsible adoption of multimodal artificial intelligence in health care: promises and challenges.41387134 · Azarfar, Ghazal, Naimimohasses, Sara, Rambhatla, Sirisha et al.2025 · 14 citationsThe Lancet. Digital health. 2025;7(12):100917
Bringing Equity to Classification: Domain Generalization for Domain-Linked Classes.40788789 · Kaai, Kimathi, Hossain, Saad, Rambhatla, Sirisha2025 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(11):9894-9905
Geometrically Principled Randomized Optimization for Efficient LLM Training2510.01878v2 · Sahar Rajabi, Nayeema Nonta, Sirisha Rambhatla2025 · 0 citationsarXiv
Leveraging large language models for automated depression screening.40720397 · Teferra, Bazen Gashaw, Perivolaris, Argyrios, Hsiang, Wei-Ni et al.2025 · 22 citationsPLOS digital health. 2025;4(7):e0000943
Gen4D: Synthesizing Humans and Scenes in the Wild2506.05397v1 · Jerrin Bright, Zhibo Wang, Yuhao Chen et al.2025 · 0 citationsarXiv
SafeTuneBed: A Toolkit for Benchmarking LLM Safety Alignment in Fine-Tuning2506.00676v1 · Saad Hossain, Samanvay Vajpayee, Sirisha Rambhatla2025 · 0 citationsarXiv
Estimating Quality in Therapeutic Conversations: A Multi-Dimensional Natural Language Processing Framework2505.06151v1 · Alice Rueda, Argyrios Perivolaris, Niloy Roy et al.2025 · 0 citationsarXiv
Understanding LLM Scientific Reasoning through Promptings and Model's Explanation on the Answers2505.01482v2 · Alice Rueda, Mohammed S. Hassan, Argyrios Perivolaris et al.2025 · 1 citationarXiv
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study2507.08002v1 · Karisa Parkington, Bazen G. Teferra, Marianne Rouleau-Tang et al.2025 · 1 citationarXiv
LOCATEdit: Graph Laplacian Optimized Cross Attention for Localized Text-Guided Image Editing2503.21541v2 · Achint Soni, Meet Soni, Sirisha Rambhatla2025 · 1 citationarXiv
LangDA: Building Context-Awareness via Language for Domain Adaptive Semantic Segmentation2503.12780v1 · Chang Liu, Bavesh Balaji, Saad Hossain et al.2025 · 0 citationsarXiv
Medical Misinformation in AI-Assisted Self-Diagnosis: Development of a Method (EvalPrompt) for Analyzing Large Language Models.40063849 · Zada, Troy, Tam, Natalie, Barnard, Francois et al.2025 · 32 citationsJMIR formative research. 2025;9:e66207
Opinion: Mental health research: to augment or not to augment.40099144 · Perivolaris, Argyrios, Rueda, Alice, Parkington, Karisa et al.2025 · 5 citationsFrontiers in psychiatry. 2025;16:1539157
SubTrack++ : Gradient Subspace Tracking for Scalable LLM Training2502.01586v3 · Sahar Rajabi, Nayeema Nonta, Sirisha Rambhatla2025 · 1 citationarXiv
Opportunities and Barriers of Generative Artificial Intelligence in the Training of Psychiatrists: A Competencies-Based Perspective.39587003 · Pang, Hilary Y M, Meshkat, Shakila, Teferra, Bazen Gashaw et al.2025 · 8 citationsAcademic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry. 2025;49(1):25-30
Domain-Guided Masked Autoencoders for Unique Player Identification2403.11328v1 · Bavesh Balaji, Jerrin Bright, Sirisha Rambhatla et al.2024 · 1 citationarXiv
Is Generative Modeling-based Stylization Necessary for Domain Adaptation in Regression Tasks?2306.01706v1 · Jinman Park, Francois Barnard, Saad Hossain et al.2023 · 0 citationsarXiv
Domain Generalization for Domain-Linked Classes2306.00879v1 · Kimathi Kaai, Saad Hossain, Sirisha Rambhatla2023 · 1 citationarXiv
Building Spatio-temporal Transformers for Egocentric 3D Pose Estimation2206.04785v1 · Jinman Park, Kimathi Kaai, Saad Hossain et al.2022 · 0 citationsarXiv
DL4Burn: Burn Surgical Candidacy Prediction using Multimodal Deep Learning.35308958 · Rambhatla, Sirisha, Huang, Samantha, Trinh, Loc et al.2022 · 5 citationsAMIA ... Annual Symposium proceedings. AMIA Symposium. 2021;2021:1039-1048
Artificial Intelligence Applications in Urology: Reporting Standards to Achieve Fluency for Urologists.34776055 · Chen, Andrew B, Haque, Taseen, Roberts, Sidney et al.2021 · 18 citationsThe Urologic clinics of North America. 2022;49(1):65-117
Road to automating robotic suturing skills assessment: Battling mislabeling of the ground truth.34538647 · Hung, Andrew J, Rambhatla, Sirisha, Sanford, Daniel I et al.2022 · 16 citationsSurgery. 2022;171(4):915-919
Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling2106.05223v1 · Chuizheng Meng, Sirisha Rambhatla, Yan Liu2021 · 146 citationsarXiv
Towards Accurate Spatiotemporal COVID-19 Risk Scores using High Resolution Real-World Mobility Data2012.07283v1 · Sirisha Rambhatla, Sepanta Zeighami, Kameron Shahabi et al.2020 · 2 citationsarXiv
PolSIRD: Modeling Epidemic Spread under Intervention Policies2009.01894v2 · Nitin Kamra, Yizhou Zhang, Sirisha Rambhatla et al.2020 · 6 citationsJournal of Healthcare Informatics Research (2021)
Provable Online CP/PARAFAC Decomposition of a Structured Tensor via Dictionary Learning2006.16442v1 · Sirisha Rambhatla, Xingguo Li, Jarvis Haupt2020 · 7 citationsarXiv
Interpretable and Trustworthy Deepfake Detection via Dynamic Prototypes2006.15473v2 · Loc Trinh, Michael Tsang, Sirisha Rambhatla et al.2020 · 115 citationsarXiv
How does this interaction affect me? Interpretable attribution for feature interactions2006.10965v1 · Michael Tsang, Sirisha Rambhatla, Yan Liu2020 · 37 citationsarXiv
Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning2006.08831v2 · Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla et al.2020 · 4 citationsarXiv
COVID-19 on Social Media: Analyzing Misinformation in Twitter Conversations2003.12309v4 · Karishma Sharma, Sungyong Seo, Chuizheng Meng et al.2020 · 130 citationsarXiv
NOODL: Provable Online Dictionary Learning and Sparse Coding1902.11261v5 · Sirisha Rambhatla, Xingguo Li, Jarvis Haupt2019 · 11 citationsarXiv
TensorMap: Lidar-Based Topological Mapping and Localization via Tensor Decompositions1902.10226v1 · Sirisha Rambhatla, Nikos D. Sidiropoulos, Jarvis Haupt2019 · 3 citations2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP)
Target-based Hyperspectral Demixing via Generalized Robust PCA1902.11111v1 · Sirisha Rambhatla, Xingguo Li, Jarvis Haupt2019 · 5 citations2017 51st Asilomar Conference on Signals, Systems, and Computers
A Dictionary Based Generalization of Robust PCA1902.08171v1 · Sirisha Rambhatla, Xingguo Li, Jarvis Haupt2019 · 7 citations2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP)
A Dictionary-Based Generalization of Robust PCA with Applications to Target Localization in Hyperspectral Imaging1902.08304v3 · Sirisha Rambhatla, Xingguo Li, Jineng Ren et al.2019 · 11 citationsIEEE Transactions on Signal Processing ( March 2020, Volume: 68, Pages 1760 - 1775)
Semi-blind Source Separation via Sparse Representations and Online Dictionary Learning1212.0451v2 · Sirisha Rambhatla, Jarvis D. Haupt2012 · 8 citationsarXiv
Career total: 68 works. 47 are in this corpus.
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