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Computer Vision at Scale: Multi-Camera Tracking, Calibration, and Event Detection for Checkout-Free Retail
Hareesh Kolluru · Motilal Agarwal · Tanmay Bangalore
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The Road to Convergence: Evolution of Unified Multimodal Models
Jindong Wang · Hao Chen · Jiakui Hu · Zhaolong Su · Sharon Li
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Recent Advances in AI for Medical Imaging: Progress, Challenges, and Future Directions
Jiaqi Wang · Peirong Liu · Can Zhao
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Foundations and Frontiers of Watermarking: Algorithms, Multimodal Extensions, Benchmarks, and Authenticity Frameworks
Vishal Asnani · Shruti Agarwal · Benedetta Tondi · Pierre Fernandez · Furong Huang
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All You Need To Know About Self-Driving
Raquel Urtasun · Abbas Sadat · Sivabalan Manivasagam · Jingkang Wang · Ioan Andrei Barsan
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The Full Stack of Physical AI: Simulation, Foundation Models, and Edge Deployment for Next-Generation Robotics Applications
Raymond Lo · Johnny Nunez · Chitoku Yato · Spencer Huang · Mitesh Patel
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Building GenAI based Simulation Environment for End-to-End Autonomous Driving
Henry Liu · Howie Sun · Jun Gao · Shuo Feng · Xintao Yan · Jiawei Wang
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Analytic understanding of diffusion models
Artem Lukoianov · Chenyang Yuan · Christopher Scarvelis · Mason Kamb
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3D Human Mesh Modeling and Recovery from RGB and LiDAR
Romain Bregier · Istvan Sarandi · Salma Galaaoui · Fabien Baradel · Nermin Samet · David Picard
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Tom Builds, Tom Breaks: Hands-On Attacks and Defenses for Vision-Language Systems
Pavan Reddy
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Monte Carlo physical simulation
Rohan Sawhney · Bailey Miller · Ioannis Gkioulekas · Keenan Crane
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From Perception to Simulation: The Emergence of World Models in Multi-modal Reasoning
Yujun Cai · Jianfei Cai · Yiwei Wang · Ming-Hsuan Yang
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Edge AI in Action: Mastering On-Device Inference
Fabricio Batista Narcizo · Elizabete Munzlinger · Sai Narsi Reddy Donthi Reddy · Shan Ahmed Shaffi
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Towards Safe Multi-Modal Learning: Evolving Threats and Safety Solutions
Xi Li · Manling Li · Muchao Ye
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The Principles of Diffusion Models: Real-Time Continuous & Discrete Diffusion
Chieh-Hsin Lai · Subham Sahoo · Dongjun Kim · Yang Song · Yuki Mitsufuji · Stefano Ermon
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Accelerated Diffusion Models: From Theory to Interactive World Models
Julius Berner · Weili Nie · Arash Vahdat
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Extending Computer Vision to Hidden Objects: A Tutorial on Millimeter-Wave Imaging and Reconstruction of Occluded Scenes
Mingmin Zhao · Laura Dodds
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Principled Interpretability in Vision Models: From Mechanistic Understanding to Interpretable Models by Design
Tsui-Wei (Lily) Weng · Tuomas Oikarinen
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From Perception to Action: Building Efficient and Deployable Robot Intelligence Pipelines with Open-Source Edge AI Toolkits
Samet Akcay · Zhuo Wu · Michael Paulitsch · Ashutosh Kumar · Tao Xiong · Adrian Boguszewski · Sameer Sheorey · Benjamin Ummenhofer
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