| 2026 | AAAI | ProCrop: Learning Aesthetic Image Cropping from Professional Compositions. | Ke Zhang, Tianyu Ding, Jiachen Jiang, Tianyi Chen, Ilya Zharkov, Vishal M. Patel, Luming Liang |
| 2026 | WACV | Addressing Data Scarcity in Materials Science Research with Deep Generative Models. | Yilmaz Korkmaz, Deepti Hegde, Kerri-Lee Chintersingh, Milad Alemohammad, Velat Kilic, Michael R. Flickinger, Amee L. Polk, Megan Bohkoor, Cole Peters, Rami O. Knio, Todd C. Hufnagel, Mark A. Foster, Timothy P. Weihs, Vishal M. Patel |
| 2026 | WACV | Referring Change Detection in Remote Sensing Imagery. | Yilmaz Korkmaz, Jay N. Paranjape, Celso M. de Melo, Vishal M. Patel |
| 2026 | WACV | DiffRegCD: Integrated Registration and Change Detection with Diffusion Features. | Seyedehanita Madani, Rama Chellappa, Vishal M. Patel |
| 2026 | WACV | F-ViTA: Foundation Model Guided Visible-to-Infrared Translation. | Jay N. Paranjape, Celso M. de Melo, Vishal M. Patel |
| 2026 | WACV | GHOST: Getting to the Bottom of Hallucinations with A Multi-round Consistency Benchmark. | Vibashan VS, Nadine Chang, Jenny Schmalfuss, Vishal M. Patel, Zhiding Yu, Jos M. lvarez |
| 2025 | AAAI | SyncNoise: Geometrically Consistent Noise Prediction for Instruction-based 3D Editing. | Ruihuang Li, Liyi Chen, Zhengqiang Zhang, Varun Jampani, Vishal M. Patel, Lei Zhang |
| 2025 | AAAI | SegFace: Face Segmentation of Long-Tail Classes. | Kartik Narayan, Vibashan VS, Vishal M. Patel |
| 2025 | AAAI | AWRaCLe: All-Weather Image Restoration Using Visual In-Context Learning. | Sudarshan Rajagopalan, Vishal M. Patel |
| 2025 | AVSS | Guarding Barlow Twins Against Overfitting with Mixed Samples. | Wele Gedara Chaminda Bandara, Celso Miguel de Melo, Vishal M. Patel |
| 2025 | AVSS | Zero-Shot Scene Understanding for Automatic Target Recognition Using Large Vision-Language Models. | Yasiru Ranasinghe, Vibashan VS, James Uplinger, Celso de Melo, Vishal M. Patel |
| 2025 | CVPR | Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning. | Bardia Safaei, Faizan Siddiqui, Jiacong Xu, Vishal M. Patel, Shao-Yuan Lo |
| 2025 | CVPR | Distilling Multi-modal Large Language Models for Autonomous Driving. | Deepti Hegde, Rajeev Yasarla, Hong Cai, Shizhong Han, Apratim Bhattacharyya, Shweta Mahajan, Litian Liu, Risheek Garrepalli, Vishal M. Patel, Fatih Porikli |
| 2025 | CVPR | MIRE: Matched Implicit Neural Representations. | Dhananjaya Jayasundara, Heng Zhao, Demetrio Labate, Vishal M. Patel |
| 2025 | CVPR | SINR: Sparsity Driven Compressed Implicit Neural Representations. | Dhananjaya Jayasundara, Sudarshan Rajagopalan, Yasiru Ranasinghe, Trac D. Tran, Vishal M. Patel |
| 2025 | CVPR | Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset. | Yiqun Mei, Mingming He, Li Ma, Julien Philip, Wenqi Xian, David M. George, Xueming Yu, Gabriel Dedic, Ahmet Levent Tasel, Ning Yu, Vishal M. Patel, Paul E. Debevec |
| 2025 | CVPR | The Power of Context: How Multimodality Improves Image Super-Resolution. | Kangfu Mei, Hossein Talebi, Mojtaba Ardakani, Vishal M. Patel, Peyman Milanfar, Mauricio Delbracio |
| 2025 | CVPR | GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration. | Sudarshan Rajagopalan, Nithin Gopalakrishnan Nair, Jay N. Paranjape, Vishal M. Patel |
| 2025 | CVPR | STEREO: A Two-Stage Framework for Adversarially Robust Concept Erasing from Text-to-Image Diffusion Models. | Koushik Srivatsan, Fahad Shamshad, Muzammal Naseer, Vishal M. Patel, Karthik Nandakumar |
| 2025 | CVPR | Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models. | Jiacong Xu, Shao-Yuan Lo, Bardia Safaei, Vishal M. Patel, Isht Dwivedi |
| 2025 | ICASSP | LiDAR Light Scattering Augmentation (LISA): Physics-based Simulation of Adverse Weather Conditions for 3D Object Detection. | Velat Kilic, Deepti Hegde, A. Brinton Cooper, Vishal M. Patel, Mark A. Foster |
| 2025 | ICCV | Harmonyseg: Tubular Structure Segmentation With Deep-Shallow Feature Fusion and Growth-Suppression Balanced Loss. | Yi Huangi, Ke Zhang, Wei Liu, Yuanyuan Wang, Vishal M. Patel, Le Lu, Xu Han, Dakai Jin, Ke Yan |
| 2025 | ICCV | Scaling Transformer-Based Novel View Synthesis with Models Token Disentanglement and Synthetic Data. | Nithin Gopalakrishnan Nair, Srinivas Kaza, Xuan Luo, Vishal M. Patel, Stephen Lombardi, Jungyeon Park |
| 2025 | ICCV | FaceXFormer: A Unified Transformer for Facial Analysis. | Kartik Narayan, Vibashan VS, Rama Chellappa, Vishal M. Patel |
| 2025 | ICCV | UniRes: Universal Image Restoration for Complex Degradations. | Mo Zhou, Keren Ye, Mauricio Delbracio, Peyman Milanfar, Vishal M. Patel, Hossein Talebi |
| 2025 | ICIP | Investigating Data Replication in Medical Synthetic Image Generation with Diffusion Models. | Aimon Rahman, Jeya Maria Jose Valanarasu, Vishal M. Patel |
| 2025 | ICIP | Certainty and Uncertainty Guided Active Domain Adaptation. | Bardia Safaei, Vibashan VS, Vishal M. Patel |
| 2025 | ICLR | PIN: Prolate Spheroidal Wave Function-based Implicit Neural Representations. | Dhananjaya Jayasundara, Heng Zhao, Demetrio Labate, Vishal M. Patel |
| 2025 | ICLR | Field-DiT: Diffusion Transformer on Unified Video, 3D, and Game Field Generation. | Kangfu Mei, Mo Zhou, Vishal M. Patel |
| 2025 | ICML | Perception in Reflection. | Yana Wei, Liang Zhao, Kangheng Lin, En Yu, Yuang Peng, Runpei Dong, Jianjian Sun, Haoran Wei, Zheng Ge, Xiangyu Zhang, Vishal M. Patel |
| 2025 | ICRA | Low-Rank Adaptation-Based All-Weather Removal for Autonomous Navigation. | Sudarshan Rajagopalan, Vishal M. Patel |
| 2025 | MICCAI | StepAL: Step-Aware Active Learning for Cataract Surgical Videos. | Nisarg A. Shah, Bardia Safaei, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel |
| 2025 | WACV | Active Learning for Vision-Language Models. | Bardia Safaei, Vishal M. Patel |
| 2025 | WACV | DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Remote Sensing Change Detection. | Wele Gedara Chaminda Bandara, Nithin Gopalakrishnan Nair, Vishal M. Patel |
| 2025 | WACV | Deep Metric Learning for Unsupervised Remote Sensing Change Detection. | Wele Gedara Chaminda Bandara, Vishal M. Patel |
| 2025 | WACV | MambaRecon: MRI Reconstruction with Structured State Space Models. | Yilmaz Korkmaz, Vishal M. Patel |
| 2025 | WACV | Improving Conditional Diffusion Models through Re-Noising from Unconditional Diffusion Priors. | Kangfu Mei, Nithin Gopalakrishnan Nair, Vishal M. Patel |
| 2025 | WACV | PETALface: Parameter Efficient Transfer Learning for Low-Resolution Face Recognition. | Kartik Narayan, Nithin Gopalakrishnan Nair, Jennifer Xu, Rama Chellappa, Vishal M. Patel |
| 2025 | WACV | A Mamba-Based Siamese Network for Remote Sensing Change Detection. | Jay N. Paranjape, Celso de Melo, Vishal M. Patel |
| 2025 | WACV | Frame by Familiar Frame: Understanding Replication in Video Diffusion Models. | Aimon Rahman, Malsha V. Perera, Vishal M. Patel |
| 2025 | WACV | ReBotNet: Fast Real-Time Video Enhancement. | Jeya Maria Jose Valanarasu, Rahul Garg, Andeep Toor, Xin Tong, Weijuan Xi, Andreas Lugmayr, Vishal M. Patel, Anne Menini |
| 2024 | AAAI | Entropic Open-Set Active Learning. | Bardia Safaei, Vibashan VS, Celso M. de Melo, Vishal M. Patel |
| 2024 | AVSS | Adaptive Batch Normalization Networks for Adversarial Robustness. | Shao-Yuan Lo, Vishal M. Patel |
| 2024 | CBMI | Fine-Grained Rebalancing of Datasets for Correct Demographic Classification. | Andrea Bozzitelli, Pia Cavasinni di Benedetto, Maria De Marsico, Xing Di, Vishal M. Patel |
| 2024 | CVPR | JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation. | Yu Zeng, Vishal M. Patel, Haochen Wang, Xun Huang, Ting-Chun Wang, Ming-Yu Liu, Yogesh Balaji |
| 2024 | CVPR | Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image. | Yiqun Mei, Yu Zeng, He Zhang, Zhixin Shu, Xuaner Zhang, Sai Bi, Jianming Zhang, Hyunjoon Jung, Vishal M. Patel |
| 2024 | CVPR | CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation. | Kangfu Mei, Mauricio Delbracio, Hossein Talebi, Zhengzhong Tu, Vishal M. Patel, Peyman Milanfar |
| 2024 | CVPR | MonoDiff: Monocular 3D Object Detection and Pose Estimation with Diffusion Models. | Yasiru Ranasinghe, Deepti Hegde, Vishal M. Patel |
| 2024 | CVPR | CrowdDiff: Multi-Hypothesis Crowd Density Estimation Using Diffusion Models. | Yasiru Ranasinghe, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel |
| 2024 | CVPR | LQMFormer: Language-Aware Query Mask Transformer for Referring Image Segmentation. | Nisarg A. Shah, Vibashan VS, Vishal M. Patel |
| 2024 | CVPR | View-decoupled Transformer for Person Re-identification under Aerial-ground Camera Network. | Quan Zhang, Lei Wang, Vishal M. Patel, Xiaohua Xie, Jianhuang Lai |
| 2024 | ECCV | Equivariant Spatio-temporal Self-supervision for LiDAR Object Detection. | Deepti Hegde, Suhas Lohit, Kuan-Chuan Peng, Michael J. Jones, Vishal M. Patel |
| 2024 | ECCV | Dense Multimodal Alignment for Open-Vocabulary 3D Scene Understanding. | Ruihuang Li, Zhengqiang Zhang, Chenhang He, Zhiyuan Ma, Vishal M. Patel, Lei Zhang |
| 2024 | ECCV | MaxFusion: Plug&Play Multi-modal Generation in Text-to-Image Diffusion Models. | Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M. Patel |
| 2024 | ECCV | Gradient-Regularized Out-of-Distribution Detection. | Sina Sharifi, Taha Entesari, Bardia Safaei, Vishal M. Patel, Mahyar Fazlyab |
| 2024 | ECCV | Leveraging Thermal Modality to Enhance Reconstruction in Low-Light Conditions. | Jiacong Xu, Mingqian Liao, Ram Prabhakar Kathirvel, Vishal M. Patel |
| 2024 | ICPR | Low-Rank Adaptation of Segment Anything Model for Surgical Scene Segmentation. | Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel |
| 2024 | ICPR | On Trace of PGD-Like Adversarial Attacks. | Mo Zhou, Vishal M. Patel |
| 2024 | MICCAI | Black-Box Adaptation for Medical Image Segmentation. | Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel |
| 2024 | MICCAI | S-SAM: SVD-Based Fine-Tuning of Segment Anything Model for Medical Image Segmentation. | Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel |
| 2024 | MICCAI | ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk Across Tasks for Few-Scribble Based Cardiac Segmentation. | Ke Zhang, Vishal M. Patel |
| 2024 | WACV | Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection. | Deepti Hegde, Vishal M. Patel |
| 2024 | WACV | Latent Feature-Guided Diffusion Models for Shadow Removal. | Kangfu Mei, Luis Figueroa, Zhe Lin, Zhihong Ding, Scott Cohen, Vishal M. Patel |
| 2024 | WACV | Diffuse and Restore: A Region-Adaptive Diffusion Model for Identity-Preserving Blind Face Restoration. | Maitreya Suin, Nithin Gopalakrishnan Nair, Chun Pong Lau, Vishal M. Patel, Rama Chellappa |
| 2024 | WACV | Self-Supervised Denoising Transformer with Gaussian Process. | Rajeev Yasarla, Jeya Maria Jose Valanarasu, Vishwanath S, Vishal M. Patel |
| 2024 | WACV | 3SD: Self-Supervised Saliency Detection With No Labels. | Rajeev Yasarla, Renliang Weng, Wongun Choi, Vishal M. Patel, Amir Sadeghian |
| 2023 | AAAI | VIDM: Video Implicit Diffusion Models. | Kangfu Mei, Vishal M. Patel |
| 2023 | CVPR | AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders. | Wele Gedara Chaminda Bandara, Naman Patel, Ali Gholami, Mehdi Nikkhah, Motilal Agrawal, Vishal M. Patel |
| 2023 | CVPR | Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation. | Shao-Yuan Lo, Poojan Oza, Sumanth Chennupati, Alejandro Galindo, Vishal M. Patel |
| 2023 | CVPR | LightPainter: Interactive Portrait Relighting with Freehand Scribble. | Yiqun Mei, He Zhang, Xuaner Zhang, Jianming Zhang, Zhixin Shu, Yilin Wang, Zijun Wei, Shi Yan, Hyunjoon Jung, Vishal M. Patel |
| 2023 | CVPR | Unite and Conquer: Plug & Play Multi-Modal Synthesis Using Diffusion Models. | Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel |
| 2023 | CVPR | Ambiguous Medical Image Segmentation Using Diffusion Models. | Aimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel |
| 2023 | CVPR | Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection. | Vibashan VS, Poojan Oza, Vishal M. Patel |
| 2023 | CVPR | Mask-Free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask Annotations. | Vibashan VS, Ning Yu, Chen Xing, Can Qin, Mingfei Gao, Juan Carlos Niebles, Vishal M. Patel, Ran Xu |
| 2023 | CVPR | SceneComposer: Any-Level Semantic Image Synthesis. | Yu Zeng, Zhe Lin, Jianming Zhang, Qing Liu, John P. Collomosse, Jason Kuen, Vishal M. Patel |
| 2023 | ICASSP | Open-Set Automatic Target Recognition. | Bardia Safaei, Vibashan VS, Celso M. de Melo, Shuowen Hu, Vishal M. Patel |
| 2023 | ICCV | Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis. | Nithin Gopalakrishnan Nair, Anoop Cherian, Suhas Lohit, Ye Wang, Toshiaki Koike-Akino, Vishal M. Patel, Tim K. Marks |
| 2023 | ICRA | Source-free Unsupervised Domain Adaptation for 3D Object Detection in Adverse Weather. | Deepti Hegde, Velat Kilic, Vishwanath Sindagi, A. Brinton Cooper III, Mark A. Foster, Vishal M. Patel |
| 2023 | MICCAI | Self-supervised MRI Reconstruction with Unrolled Diffusion Models. | Yilmaz Korkmaz, Tolga ukur, Vishal M. Patel |
| 2023 | MICCAI | Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos. | Jay N. Paranjape, Shameema Sikder, Vishal M. Patel, S. Swaroop Vedula |
| 2023 | MICCAI | sfGLSFormer: Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos. | Nisarg A. Shah, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel |
| 2023 | WACV | Fine-Context Shadow Detection using Shadow Removal. | Jeya Maria Jose Valanarasu, Vishal M. Patel |
| 2023 | WACV | Towards Online Domain Adaptive Object Detection. | Vibashan VS, Poojan Oza, Vishal M. Patel |
| 2022 | ACCV | Exploring Adversarially Robust Training for Unsupervised Domain Adaptation. | Shao-Yuan Lo, Vishal M. Patel |
| 2022 | CVPR | HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening. | Wele Gedara Chaminda Bandara, Vishal M. Patel |
| 2022 | CVPR | Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination. | Yiqun Mei, Pengfei Guo, Vishal M. Patel |
| 2022 | CVPR | TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions. | Jeya Maria Jose Valanarasu, Rajeev Yasarla, Vishal M. Patel |
| 2022 | CVPR | SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches. | Yu Zeng, Zhe Lin, Vishal M. Patel |
| 2022 | CVPR | Enhancing Adversarial Robustness for Deep Metric Learning. | Mo Zhou, Vishal M. Patel |
| 2022 | ECCV | Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation. | Pengfei Guo, Dong Yang, Ali Hatamizadeh, An Xu, Ziyue Xu, Wenqi Li, Can Zhao, Daguang Xu, Stephanie A. Harmon, Evrim Turkbey, Baris Turkbey, Bradford J. Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Vishal M. Patel, Holger R. Roth |
| 2022 | ECCV | Deep Semantic Statistics Matching (D2SM) Denoising Network. | Kangfu Mei, Vishal M. Patel, Rui Huang |
| 2022 | ECCV | Completely Self-supervised Crowd Counting via Distribution Matching. | Deepak Babu Sam, Abhinav Agarwalla, Jimmy Joseph, Vishwanath A. Sindagi, R. Venkatesh Babu, Vishal M. Patel |
| 2022 | ECCV | ART-SS: An Adaptive Rejection Technique for Semi-supervised Restoration for Adverse Weather-Affected Images. | Rajeev Yasarla, Carey E. Priebe, Vishal M. Patel |
| 2022 | ICIP | Thermal to Visible Image Synthesis Under Atmospheric Turbulence. | Kangfu Mei, Yiqun Mei, Vishal M. Patel |
| 2022 | ICIP | A Comparison of Different Atmospheric Turbulence Simulation Methods for Image Restoration. | Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel |
| 2022 | ICIP | NBD-GAP: Non-Blind Image Deblurring without Clean Target Images. | Nithin Gopalakrishnan Nair, Rajeev Yasarla, Vishal M. Patel |
| 2022 | ICIP | Mixture of Teacher Experts for Source-Free Domain Adaptive Object Detection. | Vibashan VS, Poojan Oza, Vishwanath A. Sindagi, Vishal M. Patel |
| 2022 | ICIP | Image Fusion Transformer. | Vibashan VS, Jeya Maria Jose Valanarasu, Poojan Oza, Vishal M. Patel |
| 2022 | IGARSS | SAR Despeckling Using Overcomplete Convolutional Networks. | Malsha V. Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel |
| 2022 | IGARSS | Transformer-Based SAR Image Despeckling. | Malsha V. Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel |
| 2022 | ICPR | Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN. | Rajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel |
| 2022 | ICRA | SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving. | Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel |
| 2022 | IROS | Learning Feature Decomposition for Domain Adaptive Monocular Depth Estimation. | Shao-Yuan Lo, Wei Wang, Jim Thomas, Jingjing Zheng, Vishal M. Patel, Cheng-Hao Kuo |
| 2022 | IGARSS | A Transformer-Based Siamese Network for Change Detection. | Wele Gedara Chaminda Bandara, Vishal M. Patel |
| 2022 | MICCAI | Towards Performant and Reliable Undersampled MR Reconstruction via Diffusion Model Sampling. | Cheng Peng, Pengfei Guo, S. Kevin Zhou, Vishal M. Patel, Rama Chellappa |
| 2022 | MICCAI | Orientation-Guided Graph Convolutional Network for Bone Surface Segmentation. | Aimon Rahman, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel |
| 2022 | MICCAI | Simultaneous Bone and Shadow Segmentation Network Using Task Correspondence Consistency. | Aimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel |
| 2022 | MICCAI | UNeXt: MLP-Based Rapid Medical Image Segmentation Network. | Jeya Maria Jose Valanarasu, Vishal M. Patel |
| 2022 | WACV | Multimodal Learning using Optimal Transport for Sarcasm and Humor Detection. | Shraman Pramanick, Aniket Roy, Vishal M. Patel |
| 2022 | WACV | Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning. | Vibashan VS, Domenick Poster, Suya You, Shuowen Hu, Vishal M. Patel |
| 2021 | AVSS | MultAV: Multiplicative Adversarial Videos. | Shao-Yuan Lo, Vishal M. Patel |
| 2021 | CVPR | Multi-Institutional Collaborations for Improving Deep Learning-Based Magnetic Resonance Image Reconstruction Using Federated Learning. | Pengfei Guo, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel |
| 2021 | CVPR | MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection. | Vibashan VS, Vikram Gupta, Poojan Oza, Vishwanath A. Sindagi, Vishal M. Patel |
| 2021 | ICCV | CR-Fill: Generative Image Inpainting with Auxiliary Contextual Reconstruction. | Yu Zeng, Zhe Lin, Huchuan Lu, Vishal M. Patel |
| 2021 | ICIP | Error Diffusion Halftoning Against Adversarial Examples. | Shao-Yuan Lo, Vishal M. Patel |
| 2021 | ICIP | Overcomplete Representations Against Adversarial Videos. | Shao-Yuan Lo, Jeya Maria Jose Valanarasu, Vishal M. Patel |
| 2021 | ICIP | Confidence Guided Network For Atmospheric Turbulence Mitigation. | Nithin Gopalakrishnan Nair, Vishal M. Patel |
| 2021 | ICIP | Learning to Restore Images Degraded by Atmospheric Turbulence Using Uncertainty. | Rajeev Yasarla, Vishal M. Patel |
| 2021 | MICCAI | Realistic Ultrasound Image Synthesis for Improved Classification of Liver Disease. | Hui Che, Sumana Ramanathan, David J. Foran, John L. Nosher, Vishal M. Patel, Ilker Hacihaliloglu |
| 2021 | MICCAI | Over-and-Under Complete Convolutional RNN for MRI Reconstruction. | Pengfei Guo, Jeya Maria Jose Valanarasu, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel |
| 2021 | MICCAI | Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge. | Patricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schlke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring, Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun, Hyungseob Shin, Yohan Jun, Taejoon Eo, Sewon Kim, Taeseong Kim, Dosik Hwang, Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling, Matthew J. Muckley, Florian Knoll |
| 2021 | MICCAI | Medical Transformer: Gated Axial-Attention for Medical Image Segmentation. | Jeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu, Vishal M. Patel |
| 2021 | WACV | A Large-Scale, Time-Synchronized Visible and Thermal Face Dataset. | Domenick Poster, Matthew Thielke, Robert Nguyen, Srinivasan Rajaraman, Xing Di, Cedric Nimpa Fondje, Vishal M. Patel, Nathaniel J. Short, Benjamin S. Riggan, Nasser M. Nasrabadi, Shuowen Hu |
| 2021 | WACV | Overcomplete Deep Subspace Clustering Networks. | Jeya Maria Jose Valanarasu, Vishal M. Patel |
| 2021 | WACV | Deep Image Compositing. | He Zhang, Jianming Zhang, Federico Perazzi, Zhe Lin, Vishal M. Patel |
| 2020 | CVPR | Generative-Discriminative Feature Representations for Open-Set Recognition. | Pramuditha Perera, Vlad I. Morariu, Rajiv Jain, Varun Manjunatha, Curtis Wigington, Vicente Ordonez, Vishal M. Patel |
| 2020 | CVPR | Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes. | Rajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel |
| 2020 | ECCV | Multiple Class Novelty Detection Under Data Distribution Shift. | Poojan Oza, Hien Van Nguyen, Vishal M. Patel |
| 2020 | ECCV | Utilizing Patch-Level Category Activation Patterns for Multiple Class Novelty Detection. | Poojan Oza, Vishal M. Patel |
| 2020 | ECCV | Open-Set Adversarial Defense. | Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel |
| 2020 | ECCV | Prior-Based Domain Adaptive Object Detection for Hazy and Rainy Conditions. | Vishwanath A. Sindagi, Poojan Oza, Rajeev Yasarla, Vishal M. Patel |
| 2020 | ECCV | Learning to Count in the Crowd from Limited Labeled Data. | Vishwanath A. Sindagi, Rajeev Yasarla, Deepak Babu Sam, R. Venkatesh Babu, Vishal M. Patel |
| 2020 | ICIP | Deep Multimodal Sparse Representation-Based Classification. | Mahdi Abavisani, Vishal M. Patel |
| 2020 | ICIP | Quickest Intruder Detection For Multiple User Active Authentication. | Pramuditha Perera, Julian Firrez, Vishal M. Patel |
| 2020 | ICPR | A Joint Representation Learning and Feature Modeling Approach for One-class Recognition. | Pramuditha Perera, Vishal M. Patel |
| 2020 | MICCAI | GAN-Based Realistic Bone Ultrasound Image and Label Synthesis for Improved Segmentation. | Ahmed Z. Alsinan, Charles Rule, Michael Vives, Vishal M. Patel, Ilker Hacihaliloglu |
| 2020 | MICCAI | Lesion Mask-Based Simultaneous Synthesis of Anatomic and Molecular MR Images Using a GAN. | Pengfei Guo, Puyang Wang, Jinyuan Zhou, Vishal M. Patel, Shanshan Jiang |
| 2020 | MICCAI | KiU-Net: Towards Accurate Segmentation of Biomedical Images Using Over-Complete Representations. | Jeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel |
| 2020 | MICCAI | Improving Amide Proton Transfer-Weighted MRI Reconstruction Using T2-Weighted Images. | Puyang Wang, Pengfei Guo, Jianhua Lu, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel |
| 2020 | MICCAI | Robust Bone Shadow Segmentation from 2D Ultrasound Through Task Decomposition. | Puyang Wang, Michael Vives, Vishal M. Patel, Ilker Hacihaliloglu |
| 2020 | MICCAI | Few Is Enough: Task-Augmented Active Meta-learning for Brain Cell Classification. | Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen |
| 2019 | AAAI | Disentangled Variational Representation for Heterogeneous Face Recognition. | Xiang Wu, Huaibo Huang, Vishal M. Patel, Ran He, Zhenan Sun |
| 2019 | AVSS | Inverse Attention Guided Deep Crowd Counting Network. | Vishwanath A. Sindagi, Vishal M. Patel |
| 2019 | CVPR | Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition With Multimodal Training. | Mahdi Abavisani, Hamid Reza Vaezi Joze, Vishal M. Patel |
| 2019 | CVPR | C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition. | Poojan Oza, Vishal M. Patel |
| 2019 | CVPR | Deep Transfer Learning for Multiple Class Novelty Detection. | Pramuditha Perera, Vishal M. Patel |
| 2019 | CVPR | Uncertainty Guided Multi-Scale Residual Learning-Using a Cycle Spinning CNN for Single Image De-Raining. | Rajeev Yasarla, Vishal M. Patel |
| 2019 | ICCV | Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting. | Vishwanath Sindagi, Vishal M. Patel |
| 2019 | ICCV | Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method. | Vishwanath Sindagi, Rajeev Yasarla, Vishal M. Patel |
| 2019 | WACV | DAFE-FD: Density Aware Feature Enrichment for Face Detection. | Vishwanath Sindagi, Vishal M. Patel |
| 2018 | CVPR | Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network. | He Zhang, Vishal M. Patel |
| 2018 | CVPR | Densely Connected Pyramid Dehazing Network. | He Zhang, Vishal M. Patel |
| 2018 | CVPR | Multi-Scale Single Image Dehazing Using Perceptual Pyramid Deep Network. | He Zhang, Vishwanath Sindagi, Vishal M. Patel |
| 2018 | ICASSP | Fps-Sft: A Multi-Dimensional Sparse Fourier Transform Based on the Fourier Projection-Slice Theorem. | Shaogang Wang, Vishal M. Patel, Athina P. Petropulu |
| 2018 | ICPR | GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks. | Xing Di, Vishwanath A. Sindagi, Vishal M. Patel |
| 2018 | ICPR | In2I: Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks. | Pramuditha Perera, Mahdi Abavisani, Vishal M. Patel |
| 2018 | MICCAI | Simultaneous Segmentation and Classification of Bone Surfaces from Ultrasound Using a Multi-feature Guided CNN. | Puyang Wang, Vishal M. Patel, Ilker Hacihaliloglu |
| 2018 | WACV | Person Authentication Using Head Images. | Aakarsh Malhotra, Richa Singh, Mayank Vatsa, Vishal M. Patel |
| 2017 | AVSS | CNN-Based cascaded multi-task learning of high-level prior and density estimation for crowd counting. | Vishwanath A. Sindagi, Vishal M. Patel |
| 2017 | CVPR | Hierarchical Multimodal Metric Learning for Multimodal Classification. | Heng Zhang, Vishal M. Patel, Rama Chellappa |
| 2017 | ICASSP | Extracting Fourier descriptors from compressive measurements. | Puyang Wang, Vishal M. Patel |
| 2017 | ICASSP | A practical high-dimensional Sparse Fourier Transform. | Shaogang Wang, Vishal M. Patel, Athina P. Petropulu |
| 2017 | ICCV | Generating High-Quality Crowd Density Maps Using Contextual Pyramid CNNs. | Vishwanath A. Sindagi, Vishal M. Patel |
| 2017 | WACV | Convolutional Sparse and Low-Rank Coding-Based Rain Streak Removal. | He Zhang, Vishal M. Patel |
| 2016 | BMVC | Convolutional Sparse Coding-based Image Decomposition. | He Zhang, Vishal M. Patel |
| 2016 | CVPR | Deep Tattoo Recognition. | Xing Di, Vishal M. Patel |
| 2016 | ICASSP | Computational agile beam ladar imaging. | Arthita Ghosh, Vishal M. Patel, Michael A. Powers |
| 2016 | ICIP | Fisher vector encoded deep convolutional features for unconstrained face verification. | Jun-Cheng Chen, Jingxiao Zheng, Vishal M. Patel, Rama Chellappa |
| 2016 | ICIP | Partial face detection for continuous authentication. | Upal Mahbub, Vishal M. Patel, Deepak Chandra, Brandon Barbello, Rama Chellappa |
| 2016 | ICPR | VLAD encoded Deep Convolutional features for unconstrained face verification. | Jingxiao Zheng, Jun-Cheng Chen, Navaneeth Bodla, Vishal M. Patel, Rama Chellappa |
| 2016 | ITA | Towards the design of an end-to-end automated system for image and video-based recognition. | Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos Domingo Castillo |
| 2016 | WACV | Unconstrained face verification using deep CNN features. | Jun-Cheng Chen, Vishal M. Patel, Rama Chellappa |
| 2016 | WACV | Frontal to profile face verification in the wild. | Soumyadip Sengupta, Jun-Cheng Chen, Carlos Domingo Castillo, Vishal M. Patel, Rama Chellappa, David W. Jacobs |
| 2015 | CVPR | Matrix completion for resolving label ambiguity. | Ching-Hui Chen, Vishal M. Patel, Rama Chellappa |
| 2015 | ICASSP | Face-based Active Authentication on mobile devices. | Mohammed E. Fathy, Vishal M. Patel, Rama Chellappa |
| 2015 | ICIP | Landmark-based fisher vector representation for video-based face verification. | Jun-Cheng Chen, Vishal M. Patel, Rama Chellappa |
| 2015 | ICIP | Material classification and semantic segmentation of railway track images with deep convolutional neural networks. | Xavier Giben, Vishal M. Patel, Rama Chellappa |
| 2015 | ICIP | Structured representation-based robust agile-beam LADAR imaging. | Vishal M. Patel, Michael A. Powers |
| 2015 | ICIP | 3D facial model synthesis using coupled dictionaries. | Swami Sankaranarayanan, Vishal M. Patel, Rama Chellappa |
| 2015 | ICIP | Integrability-regularized phase unwrapping via sparse error correction. | Garrett A. Warnell, Vishal M. Patel, Rama Chellappa |
| 2015 | ICIP | Multitask multivariate common sparse representations for robust multimodal biometrics recognition. | Heng Zhang, Vishal M. Patel, Rama Chellappa |
| 2015 | WACV | Robust Fastener Detection for Autonomous Visual Railway Track Inspection. | Xavier Gibert, Vishal M. Patel, Rama Chellappa |
| 2015 | WACV | Touch Gesture-Based Active User Authentication Using Dictionaries. | Heng Zhang, Vishal M. Patel, Mohammed E. Fathy, Rama Chellappa |
| 2014 | ICIP | Dictionary-based video face recognition using dense multi-scale facial landmark features. | Jun-Cheng Chen, Vishal M. Patel, Huy Tho Ho, Rama Chellappa |
| 2014 | ICIP | Kernel sparse subspace clustering. | Vishal M. Patel, Ren Vidal |
| 2014 | ICIP | Analysis sparse coding models for image-based classification. | Sumit Shekhar, Vishal M. Patel, Rama Chellappa |
| 2014 | ICIP | Dictionary-based multiple instance learning. | Ashish Shrivastava, Jaishanker K. Pillai, Vishal M. Patel, Rama Chellappa |
| 2014 | WACV | Adaptive representations for video-based face recognition across pose. | Yi-Chen Chen, Vishal M. Patel, Rama Chellappa, P. Jonathon Phillips |
| 2014 | WACV | Max residual classifier. | Hien Van Nguyen, Vishal M. Patel |
| 2014 | WACV | Unsupervised domain adaptation using parallel transport on Grassmann manifold. | Ashish Shrivastava, Sumit Shekhar, Vishal M. Patel |
| 2013 | CVPR | Dictionary Learning from Ambiguously Labeled Data. | Yi-Chen Chen, Vishal M. Patel, Jaishanker K. Pillai, Rama Chellappa, P. Jonathon Phillips |
| 2013 | CVPR | Generalized Domain-Adaptive Dictionaries. | Sumit Shekhar, Vishal M. Patel, Hien Van Nguyen, Rama Chellappa |
| 2013 | ICCV | Latent Space Sparse Subspace Clustering. | Vishal M. Patel, Hien Van Nguyen, Ren Vidal |
| 2013 | ITA | Dictionaries for image-based recognition. | Vishal M. Patel, Qiang Qiu, Rama Chellappa |
| 2012 | ACCV | Design of Non-Linear Discriminative Dictionaries for Image Classification. | Ashish Shrivastava, Hien Van Nguyen, Vishal M. Patel, Rama Chellappa |
| 2012 | ECCV | Dictionary-Based Face Recognition from Video. | Yi-Chen Chen, Vishal M. Patel, P. Jonathon Phillips, Rama Chellappa |
| 2012 | ECCV | Sparse Embedding: A Framework for Sparsity Promoting Dimensionality Reduction. | Hien Van Nguyen, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa |
| 2012 | ECCV | Domain Adaptive Dictionary Learning. | Qiang Qiu, Vishal M. Patel, Pavan K. Turaga, Rama Chellappa |
| 2012 | ECCV | Joint Sparsity-Based Robust Multimodal Biometrics Recognition. | Sumit Shekhar, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa |
| 2012 | ICASSP | Rotation invariant simultaneous clustering and dictionary learning. | Yi-Chen Chen, Challa S. Sastry, Vishal M. Patel, P. Jonathon Phillips, Rama Chellappa |
| 2012 | ICASSP | Kernel dictionary learning. | Hien Van Nguyen, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa |
| 2012 | ICASSP | Passive millimeter-wave imaging with extended depth of field and sparse data. | Vishal M. Patel, Joseph N. Mait |
| 2012 | ICIP | Salient view selection based on sparse representation. | Yi-Chen Chen, Vishal M. Patel, Rama Chellappa, P. Jonathon Phillips |
| 2012 | ICIP | Hyperbolic shearlets. | Glenn R. Easley, Demetrio Labate, Vishal M. Patel |
| 2012 | ICIP | Learning discriminative dictionaries with partially labeled data. | Ashish Shrivastava, Jaishanker K. Pillai, Vishal M. Patel, Rama Chellappa |
| 2012 | IGARSS | Discrimination of bipeds from quadrupeds using seismic footstep signatures. | Asif Mehmood, Vishal M. Patel, Thyagaraju Damarla |
| 2011 | ICIP | Component-based restoration of speckled images. | Vishal M. Patel, Glenn R. Easley, Rama Chellappa |
| 2011 | ICIP | Illumination robust dictionary-based face recognition. | Vishal M. Patel, Tao Wu, Soma Biswas, P. Jonathon Phillips, Rama Chellappa |
| 2010 | ICARCV | Sparse representations and Random Projections for robust and cancelable biometrics. | Vishal M. Patel, Rama Chellappa, Massimo Tistarelli |
| 2010 | ICASSP | Sectored Random Projections for Cancelable Iris Biometrics. | Jaishanker K. Pillai, Vishal M. Patel, Rama Chellappa, Nalini K. Ratha |
| 2010 | ICIP | Automatic target recognition based on simultaneous sparse representation. | Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa |
| 2009 | ICIP | Enhancing sparsity using gradients for compressive sensing. | Vishal M. Patel, Glenn R. Easley, Rama Chellappa, Dennis M. Healy |
| 2009 | ICIP | Compressed sensing for Synthetic Aperture Radar imaging. | Vishal M. Patel, Glenn R. Easley, Dennis M. Healy Jr., Rama Chellappa |
| 2008 | ICIP | A new multiresolution generalized directional filter bank design and application in image enhancement. | Vishal M. Patel, Glenn R. Easley, Dennis M. Healy Jr. |