Vishal Patel
@vishalm_patel
Associate Professor @JohnsHopkins working on computer vision, biometrics, and medical imaging.
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Our new work FreeViS: Training-free Video Stylization with Inconsistent References introduces a training-free framework for generating high-quality, temporally coherent stylized videos ! 🌀 Check it out: xujiacong.github.io/FreeViS/ @HopkinsEngineer @myq_1997 #AI #CV #DeepLearning
Exciting news! My former student, Dr. Shao-Yuan Lo—now an Asst. Prof. at NTU—has been awarded as a Yushan Young Fellow by Taiwan’s Ministry of Education, the nation’s highest honor for rising faculty. Huge congratulations—so proud of you! 👏@HopkinsEngineer @JHUECE @shaoyuanlo
Project webpage & code - virobo-15.github.io/srdd.github.io/ Arxiv - arxiv.org/pdf/2509.22636 This project was co-led with Nithin Gopalakrishnan Nair (@NithinGK10) under the guidance of Vishal Patel(@vishalm_patel).
Scaling Transformer-Based Novel View Synthesis Models with Token Disentanglement and Synthetic Data Nithin Gopalakrishnan Nair, Srinivas Kaza, @XuanLuo14, @vishalm_patel, Stephen Lombardi, Jungyeon Park tl;dr: layer-wise modulation of source and target tokens->synthetic data…
#HopkinsDSAI welcomes 22 new faculty members, who join more than 150 DSAI faculty members across @JohnsHopkins in advancing the study of data science, machine learning, and #AI and translation to a range of critical and emerging fields. ai.jhu.edu/news/data-scie…
Think before you diffuse: DiffPhy from @vishalm_patel and team delivers realistic physics in AI video generation by enlisting LLMs to reason about the physical context. Multimodal LLMs evaluate and fine tune the model. GitHub page: bwgzk-keke.github.io/DiffPhy/
🚀 Check out our ✈️ ICML 2025 work: Perception in Reflection! A reasonable perception paradigm for LVLMs should be iterative rather than a single-pass. 💡 Key Ideas 👉 Builds a perception-feedback loop through a curated visual reflection dataset. 👉 Utilizes Reflective…
🪞 We'll present Perception in Reflection at ICML this week! We introduce RePer, a dual-model framework that improves visual understanding through reflection. Better captions, fewer hallucinations, stronger alignment. 📄 arxiv.org/pdf/2504.07165 #ICML2025 @yanawei_ @JHUCompSci
🚀 Open Vision Reasoner (OVR) Transferring linguistic cognitive behaviors to visual reasoning via large-scale multimodal RL. SOTA on MATH500 (95.3%), MathVision, and MathVerse. 💻 Code: github.com/Open-Reasoner-… 🌐 Project: weiyana.github.io/Open-Vision-Re… #LLM @yanawei @HopkinsEngineer
#ICCV2025 🌺FaceXFormer has been accepted by ICCV !
FaceXFormer: A Unified Transformer for Facial Analysis w/ @vibashan @KartikNarayan10 @jhuclsp @HopkinsEngineer @JHUECE Paper: arxiv.org/abs/2403.12960 Code: github.com/Kartik-3004/fa… Website: kartik-3004.github.io/facexformer_we…
🎨 New work: Training-Free Stylized Abstraction Generate stylized avatars (LEGO, South Park, dolls) from a single image ! 💡 VLM-guided identity distillation 📊 StyleBench eval @HopkinsDSAI @JHUECE @jhucs @KartikNarayan10 @HopkinsEngineer 🔗 kartik-3004.github.io/TF-SA/
STEREO: A Two-Stage Framework for Adversarially Robust Concept Erasing from Text-to-Image Diffusion Models tldr: iteratively discover and mitigate adversarial prompts, then go back to original model and mitigate in parallel (with anchor concepts to reduce unwanted side effects)…
Hopkins researchers including @JHUECE Tinoosh Mohsenin and @JHU_BDPs Rama Chellappa are speaking at booth 1317 of the IEEE / CVF Computer Vision and Pattern Recognition Conference today! Come meet #HopkinsDSAI #CVPR2025
The #WACV2026 Call for Papers is live at wacv.thecvf.com/Conferences/20……! First round paper registration is coming up on July 11th, with the submission deadline on July 18th (all deadlines are 23:59 AoE).
@CVPR IS AROUND THE CORNER! #CVPR2025 Welcome to join our Medical Vision Foundation Model Workshop on June 11th, from 8:30 to 12:00 at Room 212.! We are also proud to host an esteemed lineup of speakers: Dr. Jakob Nikolas Kather @jnkath Dr. Faisal Mahmood @AI4Pathology Dr.…
Excited to announce the 2nd Workshop on Foundation Models for Medical Vision (FMV) at #CVPR2025! @CVPR 🌐 fmv-cvpr25workshop.github.io FMV brings together researchers pushing the boundaries of medical AGI. We are also proud to host an esteemed lineup of speakers: Dr. Jakob Nikolas…
🚨Excited to share that the JHU VIU Lab will be presenting the following papers at CVPR next week, including 3 Highlights! 🎉 Come stop by our posters and say hi — we’d love to connect! 👋 #CVPR2025 @JHUCompSci @JHUECE @HopkinsDSAI @HopkinsEngineer
💥 New paper: Think Before You Diffuse Meet DiffPhy — LLM-guided, physics-aware video diffusion 🎥🧠🌍 SOTA on real-world motion & dynamics! 🔗 bwgzk-keke.github.io/DiffPhy/ @JHUCompSci @HopkinsDSAI @HopkinsEngineer @myq_1997 #DiffusionModels #VideoGeneration
Honored to be speaking alongside other respected experts at the Biometrics Institute US Biometrics Seminar. We’ll be diving into US biometrics developments and the crucial topic of AI’s impact on vulnerabilities. @HopkinsDSAI @JHUECE @JHUCompSci @HopkinsEngineer @BiometricsInst
🥳🥳Two papers accepted in FG 2025 !!! Improved Representation Learning for Unconstrained Face Recognition w/ @NithinGK10 @vishalm_patel Investigating Social Biases in Multimodal LLMs w/ Malsha Perera, @vishalm_patel
Excited to present two papers at #ICLR2025 next week! Looking forward to sharing our work in Singapore! 🇸🇬. @KangfuM @JHUECE @HopkinsDSAI kfmei.com/Field-DiT/
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