Neel Joshi

76 papers A* 21A 3Misc 1Journal 38Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Phi-4-reasoning-vision-15B Technical Report.
CoRR
Jyoti Aneja, Michael Harrison, Neel Joshi, Tyler LaBonte, John Langford, Eduardo Salinas
2025 J jnl
Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead.
CoRR
Vidhisha Balachandran, Jingya Chen, Lingjiao Chen, Shivam Garg, Neel Joshi, Yash Lara, John Langford, Besmira Nushi, Vibhav Vineet, Yue Wu, Safoora Yousefi
2025 J jnl
MM-GEN: Enhancing Task Performance Through Targeted Multimodal Data Curation.
CoRR
Siddharth Joshi, Besmira Nushi, Vidhisha Balachandran, Varun Chandrasekaran, Vibhav Vineet, Neel Joshi, Baharan Mirzasoleiman
2025 J jnl
MM-GEN: Principled and Generalizable Data Curation for Enhancing Task Performance in VLMs.
J. Data-centric Mach. Learn. Res.
Siddharth Joshi, Besmira Nushi, Vidhisha Balachandran, Varun Chandrasekaran, Vibhav Vineet, Neel Joshi, Baharan Mirzasoleiman
2025 J jnl
Phi-4-reasoning Technical Report.
CoRR
Marah I Abdin, Sahaj Agarwal, Ahmed Awadallah, Vidhisha Balachandran, Harkirat S. Behl, Lingjiao Chen, Gustavo de Rosa, Suriya Gunasekar, Mojan Javaheripi, Neel Joshi, Piero Kauffmann, Yash Lara, Caio César Teodoro Mendes, Arindam Mitra, Besmira Nushi, Dimitris Papailiopoulos, Olli Saarikivi, Shital Shah, Vaishnavi Shrivastava, Vibhav Vineet, Yue Wu, Safoora Yousefi, Guoqing Zheng
2025 A* conf
Unearthing Skill-level Insights for Understanding Trade-offs of Foundation Models.
ICLR
Mazda Moayeri, Vidhisha Balachandran, Varun Chandrasekaran, Safoora Yousefi, Thomas Fel, Soheil Feizi, Besmira Nushi, Neel Joshi, Vibhav Vineet
2025 J jnl
What MLLMs Learn about When they Learn about Multimodal Reasoning: Perception, Reasoning, or their Integration?
CoRR
Jiwan Chung, Neel Joshi, Pratyusha Sharma, Youngjae Yu, Vibhav Vineet
2024 J jnl
BENCHAGENTS: Automated Benchmark Creation with Agent Interaction.
CoRR
Natasha Butt, Varun Chandrasekaran, Neel Joshi, Besmira Nushi, Vidhisha Balachandran
2024 J jnl
Eureka: Evaluating and Understanding Large Foundation Models.
CoRR
Vidhisha Balachandran, Jingya Chen, Neel Joshi, Besmira Nushi, Hamid Palangi, Eduardo Salinas, Vibhav Vineet, James Woffinden-Luey, Safoora Yousefi
2024 A* conf
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models.
NeurIPS
Jiayu Wang, Yifei Ming, Zhenmei Shi, Vibhav Vineet, Xin Wang, Sharon Li, Neel Joshi
2024 J jnl
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models.
CoRR
Jiayu Wang, Yifei Ming, Zhenmei Shi, Vibhav Vineet, Xin Wang, Neel Joshi
2024 J jnl
Unearthing Skill-Level Insights for Understanding Trade-Offs of Foundation Models.
CoRR
Mazda Moayeri, Vidhisha Balachandran, Varun Chandrasekaran, Safoora Yousefi, Thomas Fel, Soheil Feizi, Besmira Nushi, Neel Joshi, Vibhav Vineet
2023 J jnl
Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentation.
CoRR
Yunhao Ge, Jiashu Xu, Brian Nlong Zhao, Neel Joshi, Laurent Itti, Vibhav Vineet
2023 J jnl
Controllable Text-to-Image Generation with GPT-4.
CoRR
Tianjun Zhang, Yi Zhang, Vibhav Vineet, Neel Joshi, Xin Wang
2023 A* conf
Exploring the Sim2Real Gap using Digital Twins.
ICCV
Sruthi Sudhakar, Jon Hanzelka, Josh Bobillot, Tanmay Randhavane, Neel Joshi, Vibhav Vineet
2023 A* conf
HoloAssist: an Egocentric Human Interaction Dataset for Interactive AI Assistants in the Real World.
ICCV
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
2023 J jnl
HoloAssist: an Egocentric Human Interaction Dataset for Interactive AI Assistants in the Real World.
CoRR
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
2023 A conf
Scaling Novel Object Detection with Weakly Supervised Detection Transformers.
WACV
Tyler LaBonte, Yale Song, Xin Wang, Vibhav Vineet, Neel Joshi
2022 — conf
Neural-Sim: Learning to Generate Training Data with NeRF.
ECCV (23)
Yunhao Ge, Harkirat S. Behl, Jiashu Xu, Suriya Gunasekar, Neel Joshi, Yale Song, Xin Wang, Laurent Itti, Vibhav Vineet
2022 J jnl
Neural-Sim: Learning to Generate Training Data with NeRF.
CoRR
Yunhao Ge, Harkirat S. Behl, Jiashu Xu, Suriya Gunasekar, Neel Joshi, Yale Song, Xin Wang, Laurent Itti, Vibhav Vineet
2022 J jnl
One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning.
CoRR
Sharath Girish, Debadeepta Dey, Neel Joshi, Vibhav Vineet, Shital Shah, Caio César Teodoro Mendes, Abhinav Shrivastava, Yale Song
2022 J jnl
PatchBlender: A Motion Prior for Video Transformers.
CoRR
Gabriele Prato, Yale Song, Janarthanan Rajendran, R. Devon Hjelm, Neel Joshi, Sarath Chandar
2022 A* conf
Robust Contrastive Learning against Noisy Views.
CVPR
Ching-Yao Chuang, R. Devon Hjelm, Xin Wang, Vibhav Vineet, Neel Joshi, Antonio Torralba, Stefanie Jegelka, Yale Song
2022 J jnl
Robust Contrastive Learning against Noisy Views.
CoRR
Ching-Yao Chuang, R. Devon Hjelm, Xin Wang, Vibhav Vineet, Neel Joshi, Antonio Torralba, Stefanie Jegelka, Yale Song
2022 J jnl
Scaling Novel Object Detection with Weakly Supervised Detection Transformers.
CoRR
Tyler LaBonte, Yale Song, Xin Wang, Vibhav Vineet, Neel Joshi
2022 A* conf
Visual Attention Emerges from Recurrent Sparse Reconstruction.
ICML
Baifeng Shi, Yale Song, Neel Joshi, Trevor Darrell, Xin Wang
2022 J jnl
Visual Attention Emerges from Recurrent Sparse Reconstruction.
CoRR
Baifeng Shi, Yale Song, Neel Joshi, Trevor Darrell, Xin Wang
2020 J jnl
Deep Depth Prior for Multi-View Stereo.
CoRR
Pallabi Ghosh, Vibhav Vineet, Larry S. Davis, Abhinav Shrivastava, Sudipta N. Sinha, Neel Joshi
2020 — conf
Depth Completion Using a View-constrained Deep Prior.
3DV
Pallabi Ghosh, Vibhav Vineet, Larry S. Davis, Abhinav Shrivastava, Sudipta N. Sinha, Neel Joshi
2020 A conf
Synthetic Examples Improve Generalization for Rare Classes.
WACV
Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor, Markus Meister, Neel Joshi, Pietro Perona
2019 J jnl
A deep active learning system for species identification and counting in camera trap images.
CoRR
Mohammad Sadegh Norouzzadeh, Dan Morris, Sara Beery, Neel Joshi, Nebojsa Jojic, Jeff Clune
2018 — conf
Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility.
ECCV (15)
Benjamin Hepp, Debadeepta Dey, Sudipta N. Sinha, Ashish Kapoor, Neel Joshi, Otmar Hilliges
2018 J jnl
Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility.
CoRR
Benjamin Hepp, Debadeepta Dey, Sudipta N. Sinha, Ashish Kapoor, Neel Joshi, Otmar Hilliges
2018 J jnl
Semantic-Driven Generation of Hyperlapse from 360 Degree Video.
IEEE Trans. Vis. Comput. Graph.
Wei-Sheng Lai, Yujia Huang, Neel Joshi, Christopher James Buehler, Ming-Hsuan Yang, Sing Bing Kang
2017 J jnl
Eyes-Free Art: Exploring Proxemic Audio Interfaces For Blind and Low Vision Art Engagement.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Kyle Rector, Keith Salmon, Dan Thornton, Neel Joshi, Meredith Ringel Morris
2017 J jnl
Highly curved image sensors: a practical approach for improved optical performance.
CoRR
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
2017 A* conf
Personalized Cinemagraphs Using Semantic Understanding and Collaborative Learning.
ICCV
Tae-Hyun Oh, Kyungdon Joo, Neel Joshi, Baoyuan Wang, In So Kweon, Sing Bing Kang
2017 J jnl
Personalized Cinemagraphs using Semantic Understanding and Collaborative Learning.
CoRR
Tae-Hyun Oh, Kyungdon Joo, Neel Joshi, Baoyuan Wang, In So Kweon, Sing Bing Kang
2017 J jnl
Semantic-driven Generation of Hyperlapse from 360° Video.
CoRR
Wei-Sheng Lai, Yujia Huang, Neel Joshi, Chris Buehler, Ming-Hsuan Yang, Sing Bing Kang
2017 A* conf
Submodular Trajectory Optimization for Aerial 3D Scanning.
ICCV
Mike Roberts, Shital Shah, Debadeepta Dey, Anh Truong, Sudipta N. Sinha, Ashish Kapoor, Pat Hanrahan, Neel Joshi
2017 J jnl
Submodular Trajectory Optimization for Aerial 3D Scanning.
CoRR
Mike Roberts, Debadeepta Dey, Anh Truong, Sudipta N. Sinha, Shital Shah, Ashish Kapoor, Pat Hanrahan, Neel Joshi
2015 Misc conf
HyperCam: hyperspectral imaging for ubiquitous computing applications.
UbiComp
Mayank Goel, Eric Whitmire, Alexander Mariakakis, T. Scott Saponas, Neel Joshi, Dan Morris, Brian Guenter, Marcel Gavriliu, Gaetano Borriello, Shwetak N. Patel
2015 J jnl
Lens Factory: Automatic Lens Generation Using Off-the-shelf Components.
CoRR
Libin Sun, Neel Joshi, Brian Guenter, James Hays
2015 A conf
Menu-Match: Restaurant-Specific Food Logging from Images.
WACV
Oscar Beijbom, Neel Joshi, Dan Morris, T. Scott Saponas, Siddharth Khullar
2015 J jnl
Real-time hyperlapse creation via optimal frame selection.
ACM Trans. Graph.
Neel Joshi, Wolf Kienzle, Mike Toelle, Matt Uyttendaele, Michael F. Cohen
2014 A* conf
Blind Image Quality Assessment Using Semi-supervised Rectifier Networks.
CVPR
Huixuan Tang, Neel Joshi, Ashish Kapoor
2014 — ch.
Defocus Blur.
Computer Vision, A Reference Guide
Neel Joshi
2014 A* conf
Interactively stylizing camera motion.
CHI
Neel Joshi, Dan Morris, Michael F. Cohen
2014 — ch.
Motion Blur.
Computer Vision, A Reference Guide
Neel Joshi
2014 — ch.
Spatially-varying image deblurring.
Motion Deblurring
Neel Joshi, Sing Bing Kang, Richard Szeliski
2013 J jnl
Automated video looping with progressive dynamism.
ACM Trans. Graph.
Zicheng Liao, Neel Joshi, Hugues Hoppe
2012 A* conf
Cliplets: juxtaposing still and dynamic imagery.
UIST
Neel Joshi, Sisil Mehta, Steven Mark Drucker, Eric J. Stollnitz, Hugues Hoppe, Matthew Uyttendaele, Michael F. Cohen
2012 — conf
Image Enhancement Using Calibrated Lens Simulations.
ECCV (4)
Yichang Shih, Brian Guenter, Neel Joshi
2012 J jnl
Image Restoration by Matching Gradient Distributions.
IEEE Trans. Pattern Anal. Mach. Intell.
Taeg Sang Cho, Charles Lawrence Zitnick, Neel Joshi, Sing Bing Kang, Richard Szeliski, William T. Freeman
2012 A* conf
Looking at you: fused gyro and face tracking for viewing large imagery on mobile devices.
CHI
Neel Joshi, Abhishek Kar, Michael F. Cohen
2012 J jnl
Video Snapshots: Creating High-Quality Images from Video Clips.
IEEE Trans. Vis. Comput. Graph.
Kalyan Sunkavalli, Neel Joshi, Sing Bing Kang, Michael F. Cohen, Hanspeter Pfister
2011 A* conf
Learning a blind measure of perceptual image quality.
CVPR
Huixuan Tang, Neel Joshi, Ashish Kapoor
2011 A* conf
Noise suppression in low-light images through joint denoising and demosaicing.
CVPR
Priyam Chatterjee, Neel Joshi, Sing Bing Kang, Yasuyuki Matsushita
2010 A* conf
A content-aware image prior.
CVPR
Taeg Sang Cho, Neel Joshi, C. Lawrence Zitnick, Sing Bing Kang, Richard Szeliski, William T. Freeman
2010 A* conf
Generating sharp panoramas from motion-blurred videos.
CVPR
Yunpeng Li, Sing Bing Kang, Neel Joshi, Steven M. Seitz, Daniel P. Huttenlocher
2010 J jnl
Image deblurring using inertial measurement sensors.
ACM Trans. Graph.
Neel Joshi, Sing Bing Kang, C. Lawrence Zitnick, Richard Szeliski
2010 J jnl
Personal photo enhancement using example images.
ACM Trans. Graph.
Neel Joshi, Wojciech Matusik, Edward H. Adelson, David J. Kriegman
2010 — conf
Single Image Deblurring Using Motion Density Functions.
ECCV (1)
Ankit Gupta, Neel Joshi, C. Lawrence Zitnick, Michael F. Cohen, Brian Curless
2009 A* conf
A hand-held photometric stereo camera for 3-D modeling.
ICCV
Tomoaki Higo, Yasuyuki Matsushita, Neel Joshi, Katsushi Ikeuchi
2009 A* conf
Image deblurring and denoising using color priors.
CVPR
Neel Joshi, C. Lawrence Zitnick, Richard Szeliski, David J. Kriegman
2008 — —
Enhancing photographs using content-specific image priors.
Neel Joshi
2008 A* conf
PSF estimation using sharp edge prediction.
CVPR
Neel Joshi, Richard Szeliski, David J. Kriegman
2008 — conf
Personal photo enhancement using prior images.
SIGGRAPH Posters
Neel Joshi, Wojciech Matusik, Edward H. Adelson, David J. Kriegman
2007 J jnl
Exploring Defocus Matting: Nonparametric Acceleration, Super-Resolution, and Off-Center Matting.
IEEE Computer Graphics and Applications
Neel Joshi, Wojciech Matusik, Shai Avidan, Hanspeter Pfister, William T. Freeman
2007 A* conf
Shape from Varying Illumination and Viewpoint.
ICCV
Neel Joshi, David J. Kriegman
2007 A* conf
Synthetic Aperture Tracking: Tracking through Occlusions.
ICCV
Neel Joshi, Shai Avidan, Wojciech Matusik, David J. Kriegman
2006 J jnl
Natural video matting using camera arrays.
ACM Trans. Graph.
Neel Joshi, Wojciech Matusik, Shai Avidan
2005 J jnl
High performance imaging using large camera arrays.
ACM Trans. Graph.
Bennett Wilburn, Neel Joshi, Vaibhav Vaish, Eino-Ville Talvala, Emilio R. Antúnez, Adam Barth, Andrew Adams, Mark Horowitz, Marc Levoy
2004 — conf
High-Speed Videography Using a Dense Camera Array.
CVPR (2)
Bennett Wilburn, Neel Joshi, Vaibhav Vaish, Marc Levoy, Mark Horowitz
2004 — conf
Using Plane + Parallax for Calibrating Dense Camera Arrays.
CVPR (1)
Vaibhav Vaish, Bennett Wilburn, Neel Joshi, Marc Levoy
2003 — conf
Alternative "vision": a haptic and auditory assistive device.
CHI Extended Abstracts
Daniel Morris, Neel Joshi