PPaperPicks

Vishal M. Patel

Johns Hopkins University, Baltimore, MD, USA

59 papers at tracked venues · 34 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5239-692X ↗Google Scholar ↗Homepage ↗

Venues

CVPR ×17WACV ×15AAAI ×5ECCV ×5NeurIPS ×5ICCV ×4MICCAI ×4ICLR ×2ICML ×1ICRA ×1

Frequent coauthors

Jay N. Paranjape
×7
Nithin Gopalakrishnan Nair
×7
Deepti Hegde
×5
Vibashan VS
×5
Bardia Safaei
×5
Jiacong Xu
×5
Celso M. de Melo
×4
Sudarshan Rajagopalan
×4
Kangfu Mei
×4
Yiqun Mei
×4
Shameema Sikder
×4
S. Swaroop Vedula
×4

Papers

  1. Addressing Data Scarcity in Materials Science Research with Deep Generative Models
    WACV 2026 ·
    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
  2. DiffRegCD: Integrated Registration and Change Detection with Diffusion Features
    WACV 2026 ·
    Seyedehanita Madani
    ,
    Rama Chellappa
    , Vishal M. Patel
  3. F-ViTA: Foundation Model Guided Visible-to-Infrared Translation
    WACV 2026 ·
    Jay N. Paranjape
    ,
    Celso M. de Melo
    , Vishal M. Patel
  4. GHOST: Getting to the Bottom of Hallucinations with A Multi-round Consistency Benchmark
    WACV 2026 ·
    Vibashan VS
    ,
    Nadine Chang
    ,
    Jenny Schmalfuss
    , Vishal M. Patel,
    Zhiding Yu
    ,
    José M. Álvarez
  5. Morphing Through Time: Diffusion-Based Bridging of Temporal Gaps for Robust Alignment in Change Detection
    WACV 2026 ·
    Seyedehanita Madani
    , Vishal Patel
  6. ProCrop: Learning Aesthetic Image Cropping from Professional Compositions
    AAAI 2026 ·
    Ke Zhang
    ,
    Tianyu Ding
    ,
    Jiachen Jiang
    ,
    Tianyi Chen
    ,
    Ilya Zharkov
    , Vishal M. Patel,
    Luming Liang
  7. Referring Change Detection in Remote Sensing Imagery
    WACV 2026 ·
    Yilmaz Korkmaz
    ,
    Jay N. Paranjape
    ,
    Celso M. de Melo
    , Vishal M. Patel
  8. A Mamba-Based Siamese Network for Remote Sensing Change Detection
    WACV 2025 ·
    Jay N. Paranjape
    ,
    Celso de Melo
    , Vishal M. Patel
  9. A Technical Report on "Erasing the Invisible": The 2024 NeurIPS Competition on Stress Testing Image Watermarks
    NeurIPS 2025 ·
    Mucong Ding
    ,
    Bang An
    ,
    Tahseen Rabbani
    ,
    Chenghao Deng
    ,
    Anirudh Satheesh
    ,
    Souradip Chakraborty
    ,
    Mehrdad Saberi
    ,
    Yuxin Wen
    ,
    Kyle Sang
    ,
    Aakriti Agrawal
    ,
    Xuandong Zhao
    ,
    Mo Zhou
    ,
    Mary-Anne Hartley
    ,
    Lei Li
    ,
    Yu-Xiang Wang
    , Vishal M. Patel,
    Soheil Feizi
    ,
    Tom Goldstein
    ,
    Furong Huang
  10. AWRaCLe: All-Weather Image Restoration Using Visual In-Context Learning
    AAAI 2025 ·
    Sudarshan Rajagopalan
    , Vishal M. Patel
  11. Active Learning for Vision-Language Models
    WACV 2025 ·
    Bardia Safaei
    , Vishal M. Patel
  12. DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Remote Sensing Change Detection
    WACV 2025 ·
    Wele Gedara Chaminda Bandara
    ,
    Nithin Gopalakrishnan Nair
    , Vishal M. Patel
  13. Deep Metric Learning for Unsupervised Remote Sensing Change Detection
    WACV 2025 ·
    Wele Gedara Chaminda Bandara
    , Vishal M. Patel
  14. Distilling Multi-modal Large Language Models for Autonomous Driving
    CVPR 2025 ·
    Deepti Hegde
    ,
    Rajeev Yasarla
    ,
    Hong Cai
    ,
    Shizhong Han
    ,
    Apratim Bhattacharyya
    ,
    Shweta Mahajan
    ,
    Litian Liu
    ,
    Risheek Garrepalli
    , Vishal M. Patel,
    Fatih Porikli
  15. FaceXFormer: A Unified Transformer for Facial Analysis
    ICCV 2025 ·
    Kartik Narayan
    ,
    Vibashan VS
    ,
    Rama Chellappa
    , Vishal M. Patel
  16. Field-DiT: Diffusion Transformer on Unified Video, 3D, and Game Field Generation
    ICLR 2025 ·
    Kangfu Mei
    ,
    Mo Zhou
    , Vishal M. Patel
  17. Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning
    CVPR 2025 ·
    Bardia Safaei
    ,
    Faizan Siddiqui
    ,
    Jiacong Xu
    , Vishal M. Patel,
    Shao-Yuan Lo
  18. Frame by Familiar Frame: Understanding Replication in Video Diffusion Models
    WACV 2025 ·
    Aimon Rahman
    ,
    Malsha V. Perera
    , Vishal M. Patel
  19. GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration
    CVPR 2025 ·
    Sudarshan Rajagopalan
    ,
    Nithin Gopalakrishnan Nair
    ,
    Jay N. Paranjape
    , Vishal M. Patel
  20. Harmonyseg: Tubular Structure Segmentation With Deep-Shallow Feature Fusion and Growth-Suppression Balanced Loss
    ICCV 2025 ·
    Yi Huangi
    ,
    Ke Zhang
    ,
    Wei Liu
    ,
    Yuanyuan Wang
    , Vishal M. Patel,
    Le Lu
    ,
    Xu Han
    ,
    Dakai Jin
    ,
    Ke Yan
  21. Improving Conditional Diffusion Models through Re-Noising from Unconditional Diffusion Priors
    WACV 2025 ·
    Kangfu Mei
    ,
    Nithin Gopalakrishnan Nair
    , Vishal M. Patel
  22. Low-Rank Adaptation-Based All-Weather Removal for Autonomous Navigation
    ICRA 2025 ·
    Sudarshan Rajagopalan
    , Vishal M. Patel
  23. Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset
    CVPR 2025 ·
    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
  24. MIRE: Matched Implicit Neural Representations
    CVPR 2025 ·
    Dhananjaya Jayasundara
    ,
    Heng Zhao
    ,
    Demetrio Labate
    , Vishal M. Patel
  25. MambaRecon: MRI Reconstruction with Structured State Space Models
    WACV 2025 ·
    Yilmaz Korkmaz
    , Vishal M. Patel
  26. Multimodal 3D Object Detection on Unseen Domains
    CVPR 2025 ·
    Deepti Hegde
    ,
    Suhas Lohit
    ,
    Kuan-Chuan Peng
    ,
    Michael Jones
    , Vishal Patel
  27. Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning
    NeurIPS 2025 ·
    Yana Wei
    ,
    Liang Zhao
    ,
    Jianjian Sun
    ,
    Kangheng Lin
    ,
    Jisheng Yin
    ,
    Jingcheng Hu
    ,
    Yinmin Zhang
    ,
    En Yu
    ,
    Haoran Lv
    ,
    Zejia Weng
    ,
    Jia Wang
    ,
    Qi Han
    ,
    Zheng Ge
    ,
    Xiangyu Zhang
    ,
    Daxin Jiang
    , Vishal M. Patel
  28. PETALface: Parameter Efficient Transfer Learning for Low-Resolution Face Recognition
    WACV 2025 ·
    Kartik Narayan
    ,
    Nithin Gopalakrishnan Nair
    ,
    Jennifer Xu
    ,
    Rama Chellappa
    , Vishal M. Patel
  29. PIN: Prolate Spheroidal Wave Function-based Implicit Neural Representations
    ICLR 2025 ·
    Dhananjaya Jayasundara
    ,
    Heng Zhao
    ,
    Demetrio Labate
    , Vishal M. Patel
  30. Perception in Reflection
    ICML 2025 ·
    Yana Wei
    ,
    Liang Zhao
    ,
    Kangheng Lin
    ,
    En Yu
    ,
    Yuang Peng
    ,
    Runpei Dong
    ,
    Jianjian Sun
    ,
    Haoran Wei
    ,
    Zheng Ge
    ,
    Xiangyu Zhang
    , Vishal M. Patel
  31. ReBotNet: Fast Real-Time Video Enhancement
    WACV 2025 ·
    Jeya Maria Jose Valanarasu
    ,
    Rahul Garg
    ,
    Andeep Toor
    ,
    Xin Tong
    ,
    Weijuan Xi
    ,
    Andreas Lugmayr
    , Vishal M. Patel,
    Anne Menini
  32. SINR: Sparsity Driven Compressed Implicit Neural Representations
    CVPR 2025 ·
    Dhananjaya Jayasundara
    ,
    Sudarshan Rajagopalan
    ,
    Yasiru Ranasinghe
    ,
    Trac D. Tran
    , Vishal M. Patel
  33. STEREO: A Two-Stage Framework for Adversarially Robust Concept Erasing from Text-to-Image Diffusion Models
    CVPR 2025 ·
    Koushik Srivatsan
    ,
    Fahad Shamshad
    ,
    Muzammal Naseer
    , Vishal M. Patel,
    Karthik Nandakumar
  34. Scaling Transformer-Based Novel View Synthesis with Models Token Disentanglement and Synthetic Data
    ICCV 2025 ·
    Nithin Gopalakrishnan Nair
    ,
    Srinivas Kaza
    ,
    Xuan Luo
    , Vishal M. Patel,
    Stephen Lombardi
    ,
    Jungyeon Park
  35. SegFace: Face Segmentation of Long-Tail Classes
    AAAI 2025 ·
    Kartik Narayan
    ,
    Vibashan VS
    , Vishal M. Patel
  36. StepAL: Step-Aware Active Learning for Cataract Surgical Videos
    MICCAI 2025 ·
    Nisarg A. Shah
    ,
    Bardia Safaei
    ,
    Shameema Sikder
    ,
    S. Swaroop Vedula
    , Vishal M. Patel
  37. SyncNoise: Geometrically Consistent Noise Prediction for Instruction-based 3D Editing
    AAAI 2025 ·
    Ruihuang Li
    ,
    Liyi Chen
    ,
    Zhengqiang Zhang
    ,
    Varun Jampani
    , Vishal M. Patel,
    Lei Zhang
  38. The Power of Context: How Multimodality Improves Image Super-Resolution
    CVPR 2025 ·
    Kangfu Mei
    ,
    Hossein Talebi
    ,
    Mojtaba Ardakani
    , Vishal M. Patel,
    Peyman Milanfar
    ,
    Mauricio Delbracio
  39. Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models
    CVPR 2025 ·
    Jiacong Xu
    ,
    Shao-Yuan Lo
    ,
    Bardia Safaei
    , Vishal M. Patel,
    Isht Dwivedi
  40. UniRes: Universal Image Restoration for Complex Degradations
    ICCV 2025 ·
    Mo Zhou
    ,
    Keren Ye
    ,
    Mauricio Delbracio
    ,
    Peyman Milanfar
    , Vishal M. Patel,
    Hossein Talebi
  41. Black-Box Adaptation for Medical Image Segmentation
    MICCAI 2024 ·
    Jay N. Paranjape
    ,
    Shameema Sikder
    ,
    S. Swaroop Vedula
    , Vishal M. Patel
  42. CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation
    CVPR 2024 ·
    Kangfu Mei
    ,
    Mauricio Delbracio
    ,
    Hossein Talebi
    ,
    Zhengzhong Tu
    , Vishal M. Patel,
    Peyman Milanfar
  43. CrowdDiff: Multi-Hypothesis Crowd Density Estimation Using Diffusion Models
    CVPR 2024 ·
    Yasiru Ranasinghe
    ,
    Nithin Gopalakrishnan Nair
    ,
    Wele Gedara Chaminda Bandara
    , Vishal M. Patel
  44. Dense Multimodal Alignment for Open-Vocabulary 3D Scene Understanding
    ECCV 2024 ·
    Ruihuang Li
    ,
    Zhengqiang Zhang
    ,
    Chenhang He
    ,
    Zhiyuan Ma
    , Vishal M. Patel,
    Lei Zhang
  45. Entropic Open-Set Active Learning
    AAAI 2024 ·
    Bardia Safaei
    ,
    Vibashan VS
    ,
    Celso M. de Melo
    , Vishal M. Patel
  46. Equivariant Spatio-temporal Self-supervision for LiDAR Object Detection
    ECCV 2024 ·
    Deepti Hegde
    ,
    Suhas Lohit
    ,
    Kuan-Chuan Peng
    ,
    Michael J. Jones
    , Vishal M. Patel
  47. Federated Black-Box Adaptation for Semantic Segmentation
    NeurIPS 2024 ·
    Jay N. Paranjape
    ,
    Shameema Sikder
    ,
    S. Swaroop Vedula
    , Vishal M. Patel
  48. Gradient-Regularized Out-of-Distribution Detection
    ECCV 2024 ·
    Sina Sharifi
    ,
    Taha Entesari
    ,
    Bardia Safaei
    , Vishal M. Patel,
    Mahyar Fazlyab
  49. Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image
    CVPR 2024 ·
    Yiqun Mei
    ,
    Yu Zeng
    ,
    He Zhang
    ,
    Zhixin Shu
    ,
    Xuaner Zhang
    ,
    Sai Bi
    ,
    Jianming Zhang
    ,
    Hyunjoon Jung
    , Vishal M. Patel
  50. JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation
    CVPR 2024 ·
    Yu Zeng
    , Vishal M. Patel,
    Haochen Wang
    ,
    Xun Huang
    ,
    Ting-Chun Wang
    ,
    Ming-Yu Liu
    ,
    Yogesh Balaji
  51. LQMFormer: Language-Aware Query Mask Transformer for Referring Image Segmentation
    CVPR 2024 ·
    Nisarg A. Shah
    ,
    Vibashan VS
    , Vishal M. Patel
  52. Leveraging Thermal Modality to Enhance Reconstruction in Low-Light Conditions
    ECCV 2024 ·
    Jiacong Xu
    ,
    Mingqian Liao
    ,
    Ram Prabhakar Kathirvel
    , Vishal M. Patel
  53. MaxFusion: Plug&Play Multi-modal Generation in Text-to-Image Diffusion Models
    ECCV 2024 ·
    Nithin Gopalakrishnan Nair
    ,
    Jeya Maria Jose Valanarasu
    , Vishal M. Patel
  54. ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk Across Tasks for Few-Scribble Based Cardiac Segmentation
    MICCAI 2024 ·
    Ke Zhang
    , Vishal M. Patel
  55. MonoDiff: Monocular 3D Object Detection and Pose Estimation with Diffusion Models
    CVPR 2024 ·
    Yasiru Ranasinghe
    ,
    Deepti Hegde
    , Vishal M. Patel
  56. ReGS: Reference-based Controllable Scene Stylization with Gaussian Splatting
    NeurIPS 2024 ·
    Yiqun Mei
    ,
    Jiacong Xu
    , Vishal M. Patel
  57. S-SAM: SVD-Based Fine-Tuning of Segment Anything Model for Medical Image Segmentation
    MICCAI 2024 ·
    Jay N. Paranjape
    ,
    Shameema Sikder
    ,
    S. Swaroop Vedula
    , Vishal M. Patel
  58. View-decoupled Transformer for Person Re-identification under Aerial-ground Camera Network
    CVPR 2024 ·
    Quan Zhang
    ,
    Lei Wang
    , Vishal M. Patel,
    Xiaohua Xie
    ,
    Jianhuang Lai
  59. Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections
    NeurIPS 2024 ·
    Jiacong Xu
    ,
    Yiqun Mei
    , Vishal M. Patel