Narendra Ahuja

University of Illinois Urbana-Champaign — United States

Computer Science · Physical Sciences

74h-index31.4kcitations550works2.22yr avg
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Research Topics

Advanced Vision and Imaging(186), Medical Image Segmentation Techniques(68), Image Processing Techniques and Applications(65), Robotics and Sensor-Based Localization(63), Advanced Image and Video Retrieval Techniques(63)

Publications550 total

LUQ: Layerwise Ultra-Low Bit Quantization for Multimodal Large Language Models
arXiv (Cornell University)·2025Open Access
RGB-Only Supervised Camera Parameter Optimization in Dynamic Scenes
arXiv (Cornell University)·2025Open Access
Stable Part Diffusion 4D: Multi-View RGB and Kinematic Parts Video Generation
arXiv (Cornell University)·2025Open Access
Mapping Land Subsidence in Ahmedabad City, India: Interpreting InSAR-Derived Land Subsidence with Auxiliary Data
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Language-driven Description Generation and Common Sense Reasoning for Video Action Recognition
arXiv (Cornell University)·2025Open Access
Potential Field Based Deep Metric Learning
2025· 1 cited
PositiveCoOp: Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations
2025· 3 cited
Improving Multi-label Recognition using Class Co-Occurrence Probabilities
Lecture notes in computer science·2024· 4 cited
R2I-rPPG: A Robust Region of Interest Selection Method for Remote Photoplethysmography to Extract Heart Rate
arXiv (Cornell University)·2024Open Access
Machine learning-enabled computer vision for plant phenotyping: a primer on AI/ML and a case study on stomatal patterning
Journal of Experimental Botany·2024· 10 citedOpen Access
Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations
arXiv (Cornell University)·2024Open Access
Promote computer vision applications in pig farming scenarios: high-quality dataset, fundamental models, and comparable performance1
Journal of Integrative Agriculture·2024· 10 citedOpen Access
Multimodal Respiratory Rate Estimation From Audio and Video in Emergency Department Patients
IEEE Journal of Translational Engineering in Health and Medicine·2024· 1 citedOpen Access
Self-Calibrating 4D Novel View Synthesis from Monocular Videos Using Gaussian Splatting
arXiv (Cornell University)·2024Open Access
Potential Field Based Deep Metric Learning
arXiv (Cornell University)·2024Open Access
MagicPose4D: Crafting Articulated Models with Appearance and Motion Control
arXiv (Cornell University)·2024Open Access
S3O: A Dual-Phase Approach for Reconstructing Dynamic Shape and Skeleton of Articulated Objects from Single Monocular Video
arXiv (Cornell University)·2024Open Access
Improving Multi-label Recognition using Class Co-Occurrence Probabilities
arXiv (Cornell University)·2024Open Access
CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 10 citedOpen Access
Piecewise-Linear Manifolds for Deep Metric Learning
arXiv (Cornell University)·2024· 1 citedOpen Access
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Frequent Co-authors

Ming–Hsuan Yang(12), Jia‐Bin Huang(9), Tianzhu Zhang(7), Bernard Ghanem(7), Thomas S. Huang(7), Juyang Weng(6), Qingxiong Yang(5), Si Liu(4), David Kriegman(3), Wei‐Sheng Lai(3), Johannes Kopf(3), Kar-Han Tan(3), Changsheng Xu(3), Shuicheng Yan(2), M. Tabb(2), Sing Bing Kang(2), R. Dugad(2), Abhishek Singh(1), Yong K. Hwang(1), Y.K. Hwang(1)