Neel Joshi

According to our database, Neel Joshi authored at least 60 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

BENCHAGENTS: Automated Benchmark Creation with Agent Interaction.

Natasha Butt, Varun Chandrasekaran, Neel Joshi, Besmira Nushi, Vidhisha Balachandran

CoRR, 2024

Unearthing Skill-Level Insights for Understanding Trade-Offs of Foundation Models.

Mazda Moayeri, Vidhisha Balachandran, Varun Chandrasekaran, Safoora Yousefi, Thomas Fel, Soheil Feizi, Besmira Nushi, Neel Joshi, Vibhav Vineet

CoRR, 2024

Eureka: Evaluating and Understanding Large Foundation Models.

Vidhisha Balachandran, Jingya Chen, Neel Joshi, Besmira Nushi, Hamid Palangi, Eduardo Salinas, Vibhav Vineet, James Woffinden-Luey, Safoora Yousefi

CoRR, 2024

Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models.

Jiayu Wang, Yifei Ming, Zhenmei Shi, Vibhav Vineet, Xin Wang, Neel Joshi

CoRR, 2024

2023

Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentation.

Yunhao Ge, Jiashu Xu, Brian Nlong Zhao, Neel Joshi, Laurent Itti, Vibhav Vineet

CoRR, 2023

Controllable Text-to-Image Generation with GPT-4.

Tianjun Zhang, Yi Zhang, Vibhav Vineet, Neel Joshi, Xin Wang

CoRR, 2023

Scaling Novel Object Detection with Weakly Supervised Detection Transformers.

Tyler LaBonte, Yale Song, Xin Wang, Vibhav Vineet, Neel Joshi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

HoloAssist: an Egocentric Human Interaction Dataset for Interactive AI Assistants in the Real World.

Xin Wang, Taein Kwon, Mahdi Rad, Bowen Pan, Ishani Chakraborty, Sean Andrist, Dan Bohus, Ashley Feniello, Bugra Tekin, Felipe Vieira Frujeri, Neel Joshi, Marc Pollefeys

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Exploring the Sim2Real Gap using Digital Twins.

Sruthi Sudhakar, Jon Hanzelka, Josh Bobillot, Tanmay Randhavane, Neel Joshi, Vibhav Vineet

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

PatchBlender: A Motion Prior for Video Transformers.

Gabriele Prato, Yale Song, Janarthanan Rajendran, R. Devon Hjelm, Neel Joshi, Sarath Chandar

CoRR, 2022

One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning.

Sharath Girish, Debadeepta Dey, Neel Joshi, Vibhav Vineet, Shital Shah, Caio César Teodoro Mendes, Abhinav Shrivastava, Yale Song

CoRR, 2022

Visual Attention Emerges from Recurrent Sparse Reconstruction.

Baifeng Shi, Yale Song, Neel Joshi, Trevor Darrell, Xin Wang

Proceedings of the International Conference on Machine Learning, 2022

Neural-Sim: Learning to Generate Training Data with NeRF.

Yunhao Ge, Harkirat S. Behl, Jiashu Xu, Suriya Gunasekar, Neel Joshi, Yale Song, Xin Wang, Laurent Itti, Vibhav Vineet

Proceedings of the Computer Vision - ECCV 2022, 2022

Robust Contrastive Learning against Noisy Views.

Ching-Yao Chuang, R. Devon Hjelm, Xin Wang, Vibhav Vineet, Neel Joshi, Antonio Torralba, Stefanie Jegelka, Yale Song

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2020

Deep Depth Prior for Multi-View Stereo.

Pallabi Ghosh, Vibhav Vineet, Larry S. Davis, Abhinav Shrivastava, Sudipta N. Sinha, Neel Joshi

CoRR, 2020

Synthetic Examples Improve Generalization for Rare Classes.

Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor, Markus Meister, Neel Joshi, Pietro Perona

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Depth Completion Using a View-constrained Deep Prior.

Pallabi Ghosh, Vibhav Vineet, Larry S. Davis, Abhinav Shrivastava, Sudipta N. Sinha, Neel Joshi

Proceedings of the 8th International Conference on 3D Vision, 2020

2019

A deep active learning system for species identification and counting in camera trap images.

Mohammad Sadegh Norouzzadeh, Dan Morris, Sara Beery, Neel Joshi, Nebojsa Jojic, Jeff Clune

CoRR, 2019

2018

Semantic-Driven Generation of Hyperlapse from 360 Degree Video.

Wei-Sheng Lai, Yujia Huang, Neel Joshi, Christopher James Buehler, Ming-Hsuan Yang, Sing Bing Kang

IEEE Trans. Vis. Comput. Graph., 2018

Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility.

Benjamin Hepp, Debadeepta Dey, Sudipta N. Sinha, Ashish Kapoor, Neel Joshi, Otmar Hilliges

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Eyes-Free Art: Exploring Proxemic Audio Interfaces For Blind and Low Vision Art Engagement.

Kyle Rector, Keith Salmon, Dan Thornton, Neel Joshi, Meredith Ringel Morris

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Semantic-driven Generation of Hyperlapse from 360° Video.

Wei-Sheng Lai, Yujia Huang, Neel Joshi, Chris Buehler, Ming-Hsuan Yang, Sing Bing Kang

CoRR, 2017

Highly curved image sensors: a practical approach for improved optical performance.

Brian Guenter, Neel Joshi, Richard Stoakley, Andrew Keefe, Kevin Geary, Ryan Freeman, Jake Hundley, Pamela Patterson, David Hammon, Guillermo Herrera, Elena Sherman, Andrew Nowak, Randall Schubert, Peter Brewer, Louis Yang, Russell Mott, Geoff McKnight

CoRR, 2017

Submodular Trajectory Optimization for Aerial 3D Scanning.

Mike Roberts, Shital Shah, Debadeepta Dey, Anh Truong, Sudipta N. Sinha, Ashish Kapoor, Pat Hanrahan, Neel Joshi

Proceedings of the IEEE International Conference on Computer Vision, 2017

Personalized Cinemagraphs Using Semantic Understanding and Collaborative Learning.

Tae-Hyun Oh, Kyungdon Joo, Neel Joshi, Baoyuan Wang, In So Kweon, Sing Bing Kang

Proceedings of the IEEE International Conference on Computer Vision, 2017

2015

Real-time hyperlapse creation via optimal frame selection.

Neel Joshi, Wolf Kienzle, Mike Toelle, Matt Uyttendaele, Michael F. Cohen

ACM Trans. Graph., 2015

Lens Factory: Automatic Lens Generation Using Off-the-shelf Components.

Libin Sun, Neel Joshi, Brian Guenter, James Hays

CoRR, 2015

Menu-Match: Restaurant-Specific Food Logging from Images.

Oscar Beijbom, Neel Joshi, Dan Morris, T. Scott Saponas, Siddharth Khullar

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

HyperCam: hyperspectral imaging for ubiquitous computing applications.

Mayank Goel, Eric Whitmire, Alexander Mariakakis, T. Scott Saponas, Neel Joshi, Dan Morris, Brian Guenter, Marcel Gavriliu, Gaetano Borriello, Shwetak N. Patel

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

2014

Motion Blur.

Neel Joshi

Computer Vision, A Reference Guide, 2014

Defocus Blur.

Neel Joshi

Computer Vision, A Reference Guide, 2014

Blind Image Quality Assessment Using Semi-supervised Rectifier Networks.

Huixuan Tang, Neel Joshi, Ashish Kapoor

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Interactively stylizing camera motion.

Neel Joshi, Dan Morris, Michael F. Cohen

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

Spatially-varying image deblurring.

Neel Joshi, Sing Bing Kang, Richard Szeliski

Proceedings of the Motion Deblurring: Algorithms and Systems, 2014

2013

Automated video looping with progressive dynamism.

Zicheng Liao, Neel Joshi, Hugues Hoppe

ACM Trans. Graph., 2013

2012

Video Snapshots: Creating High-Quality Images from Video Clips.

Kalyan Sunkavalli, Neel Joshi, Sing Bing Kang, Michael F. Cohen, Hanspeter Pfister

IEEE Trans. Vis. Comput. Graph., 2012

Image Restoration by Matching Gradient Distributions.

Taeg Sang Cho, Charles Lawrence Zitnick, Neel Joshi, Sing Bing Kang, Richard Szeliski, William T. Freeman

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Cliplets: juxtaposing still and dynamic imagery.

Neel Joshi, Sisil Mehta, Steven Mark Drucker, Eric J. Stollnitz, Hugues Hoppe, Matthew Uyttendaele, Michael F. Cohen

Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology, 2012

Image Enhancement Using Calibrated Lens Simulations.

Yichang Shih, Brian Guenter, Neel Joshi

Proceedings of the Computer Vision - ECCV 2012, 2012

Looking at you: fused gyro and face tracking for viewing large imagery on mobile devices.

Neel Joshi, Abhishek Kar, Michael F. Cohen

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011

Learning a blind measure of perceptual image quality.

Huixuan Tang, Neel Joshi, Ashish Kapoor

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Noise suppression in low-light images through joint denoising and demosaicing.

Priyam Chatterjee, Neel Joshi, Sing Bing Kang, Yasuyuki Matsushita

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Personal photo enhancement using example images.

Neel Joshi, Wojciech Matusik, Edward H. Adelson, David J. Kriegman

ACM Trans. Graph., 2010

Image deblurring using inertial measurement sensors.

Neel Joshi, Sing Bing Kang, C. Lawrence Zitnick, Richard Szeliski

ACM Trans. Graph., 2010

Single Image Deblurring Using Motion Density Functions.

Ankit Gupta, Neel Joshi, C. Lawrence Zitnick, Michael F. Cohen, Brian Curless

Proceedings of the Computer Vision, 2010

Generating sharp panoramas from motion-blurred videos.

Yunpeng Li, Sing Bing Kang, Neel Joshi, Steven M. Seitz, Daniel P. Huttenlocher

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

A content-aware image prior.

Taeg Sang Cho, Neel Joshi, C. Lawrence Zitnick, Sing Bing Kang, Richard Szeliski, William T. Freeman

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

A hand-held photometric stereo camera for 3-D modeling.

Tomoaki Higo, Yasuyuki Matsushita, Neel Joshi, Katsushi Ikeuchi

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Image deblurring and denoising using color priors.

Neel Joshi, C. Lawrence Zitnick, Richard Szeliski, David J. Kriegman

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Enhancing photographs using content-specific image priors.

Neel Joshi

PhD thesis, 2008

Personal photo enhancement using prior images.

Neel Joshi, Wojciech Matusik, Edward H. Adelson, David J. Kriegman

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2008

PSF estimation using sharp edge prediction.

Neel Joshi, Richard Szeliski, David J. Kriegman

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Exploring Defocus Matting: Nonparametric Acceleration, Super-Resolution, and Off-Center Matting.

Neel Joshi, Wojciech Matusik, Shai Avidan, Hanspeter Pfister, William T. Freeman

IEEE Computer Graphics and Applications, 2007

Shape from Varying Illumination and Viewpoint.

Neel Joshi, David J. Kriegman

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Synthetic Aperture Tracking: Tracking through Occlusions.

Neel Joshi, Shai Avidan, Wojciech Matusik, David J. Kriegman

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006

Natural video matting using camera arrays.

Neel Joshi, Wojciech Matusik, Shai Avidan

ACM Trans. Graph., 2006

2005

High performance imaging using large camera arrays.

Bennett Wilburn, Neel Joshi, Vaibhav Vaish, Eino-Ville Talvala, Emilio R. Antúnez, Adam Barth, Andrew Adams, Mark Horowitz, Marc Levoy

ACM Trans. Graph., 2005

2004

High-Speed Videography Using a Dense Camera Array.

Bennett Wilburn, Neel Joshi, Vaibhav Vaish, Marc Levoy, Mark Horowitz

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Using Plane + Parallax for Calibrating Dense Camera Arrays.

Vaibhav Vaish, Bennett Wilburn, Neel Joshi, Marc Levoy

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003

Alternative "vision": a haptic and auditory assistive device.

Daniel Morris, Neel Joshi

Proceedings of the Extended abstracts of the 2003 Conference on Human Factors in Computing Systems, 2003