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akshat dave akshat dave home φ lab teaching publications talks dave cs stonybrook edu about me i am a tenure track assistant professor in the department of computer science at stony brook university suny where i lead the photon intelligence lab φ lab before stony brook i was a postdoctoral associate at mit media lab with prof ramesh raskar i received my ph d from rice university ece department where i was advised by prof ashok veeraraghavan before rice i obtained b tech and m tech from indian institute of technology madras my work has been recognized by rice university s best ph d thesis award optica best paper prize and fellowships by texas instruments and qualcomm i am hiring at all levels interns visiting students phds and postdocs please read this if you are interested thank you for your interest in joining φ lab please review this information before contacting me prospective phd students please apply through the cs graduate admissions and mention my name in your statement of purpose you can also fill out this google form prospective postdocs and interns fill out the google form and email me with your cv subject prospective postdoc or prospective intern current sbu students fill out the google form and email me with your cv subject sbu student photon intelligence lab we develop physics aware computer vision systems that surpass human perception enabling machines to see the invisible these superhuman vision systems can for instance see beyond line of sight reveal material properties of objects and detect internal mechanical stress enabling critical applications such as navigation in adverse conditions noninvasive biomedical imaging and smart infrastructure monitoring my research leverages the synergy between optics graphics and machine learning using three pillars computational imaging of unique light dimensions such as polarization and time of flight differentiable rendering of complex light transport such as scattering and birefringence physics based learning to extract hidden information such as through neural representations and priors news we are pleased to host prof hajime nagahara at the φ lab our paper poppy which uses polarization cues to guide surface normal estimation was accepted to eccv 2026 our paper seeing around corners with consumer lidar is accepted for nature two papers were accepted to cvpr 2026 task driven implicit representations for automated design of lidar systems and learning 3d reconstruction with priors in test time what if eye our study on evolving eyes and behaviors in embodied agents was published in science advances shoot bounce 3d single shot occlusion aware 3d from lidar was published at siggraph asia 2025 i gave an invited talk at the computer vision with single photon cameras workshop at iccv 2025 event cameras meet spads for high speed low bandwidth imaging was accepted to ieee tpami stony brook university covered our research on using single photon lidar so robots can see around corners with commercial sensors i ll be at cvpr 2025 co organizing nfbcc workshop and presenting nest at cv4science and pi3dvi workshops blurred lidar as highlight poster and real time nlos as demo let s meet up neural stress tensor tomography leveraging 3d photoelasticity accepted for transactions on graphics honored to be selected in the 2024 cohort of ink fellows my tedx talk superhuman vision ai sees what you can t is up on youtube honored to receive the 2024 ralph budd award for the best engineering ph d thesis at rice university show more teaching cse590 02 computational photography fall 2025 publications show highlighted show all by date show by topic keywords polarization time of flight single photon neural rendering deep priors ar vr seeing around corners stress analysis indicates equal contribution your browser does not support the video tag imaging hidden objects with consumer lidar via motion induced sampling siddharth somasundaram aaron young akshat dave adithya pediredla ramesh raskar nature 2026 project page paper your browser does not support the video tag poppy polarization based plug and play guidance for enhancing surface normal estimation irene kim sai tanmay reddy chakkera alexandros graikos dimitris samaras akshat dave european conference on computer vision eccv 2026 project page paper video your browser does not support the video tag task driven implicit representations for automated design of lidar systems nikhil behari aaron young tzofi klinghoffer akshat dave ramesh raskar ieee cvf computer vision and pattern recognition cvpr 2026 paper highlight poster learning 3d reconstruction with priors in test time lei zhou haoyu wu akshat dave dimitris samaras ieee cvf computer vision and pattern recognition cvpr 2026 paper nest neural stress tensor tomography by leveraging 3d photoelasticity akshat dave tianyi zhang aaron young ramesh raskar wolfgang heidrich ashok veeraraghavan acm transactions on graphics tog 2025 project page paper your browser does not support the video tag enhancing autonomous navigation by imaging hidden objects using single photon lidar aaron young nevindu m batagoda harry zhang akshat dave adithya pediredla dan negrut ramesh raskar ieee international conference on robotics and automation icra 2025 project page video preprint your browser does not support the video tag blurred lidar for sharper 3d robust handheld 3d scanning with diffuse lidar and rgb nikhil behari aaron young siddharth somasundaram tzofi klinghoffer akshat dave ramesh raskar ieee cvf computer vision and pattern recognition cvpr 2025 project page paper code dataset highlight poster shoot bounce 3d single shot occlusion aware 3d from lidar by decomposing two bounce light tzofi klinghoffer siddharth somasundaram xiaoyu xiang yuchen fan christian richardt akshat dave ramesh raskar rakesh ranjan acm siggraph asia conference papers siggraph asia 2025 project page paper code dataset your browser does not support the video tag what if eye computationally recreating vision evolution kushagra tiwary aaron young zaid tasneem tzofi klinghoffer akshat dave tomaso poggio dan eric nilsson brian cheung ramesh raskar science advances 2025 project page preprint event cameras meet spads for high speed low bandwidth imaging manasi muglikar siddharth somasundaram akshat dave edoardo charbon ramesh raskar davide scaramuzza ieee transactions on pattern analysis and machine intelligence tpami 2025 preprint handheld mapping of specular surfaces using consumer grade flash lidar tsung han hank lin connor henley siddharth somasundaram akshat dave moshe laifenfeld ramesh raskar ieee international conference on computational photography iccp 2024 paper decentnerfs decentralized neural radiance fields from crowdsourced images zaid tasneem akshat dave abhishek singh kushagra tiwary praneeth vepakomma ashok veeraraghavan ramesh raskar european conference on computer vision eccv 2024 project page paper video talk sundial 3d satellite understanding through direct ambient and complex lighting decomposition nikhil behari akshat dave kushagra tiwary william yang ramesh raskar earthvision cvpr workshop 2024 paper project page a roadmap for generative design of visual intelligence kushagra tiwary tzofi klinghoffer aaron young siddharth somasundaram nikhil behari akshat dave brian cheung dan eric nilsson tomaso poggio ramesh raskar an mit exploration of generative ai mit press 2024 paper first arrival differential counting for spad array design mel white tianyi zhang akshat dave shahaboddin ghajari alyosha c molnar ashok veeraraghavan sensors 2023 paper seeing the invisible next generation vision systems leveraging polarization and time of light of light akshat dave ph d thesis 2023 thesis doctoral consortium abstract ralph budd thesis award siggraph asia 2023 doctoral consoritum polarization based visual computing seung hwan baek ramesh raskar jinwei ye akshat dave achuta kadambi huaijin george chen acm siggraph course 2023 recording your browser does not support the video tag orca glossy objects as radiance field cameras kushagra tiwary akshat dave nikhil behari tzofi klinghoffer ashok veeraraghavan ramesh raskar ieee cvf computer vision and pattern recognition cvpr 2023 project page paper code talk mit news mit front page spotlight role of transients in two bounce non line of sight imaging akshat dave siddharth somasundaram connor henley ashok veeraraghavan ramesh raskar ieee cvf computer vision and pattern recognition cvpr 2023 project page paper talk your browser does not support the video tag snapshot polarimetric diffuse specular separation akshat dave yannick hold geoffroy milos hasan kalyan sunkavalli ashok veeraraghavan optics express 2022 paper video your browser does not support the video tag pandora polarization aided neural decomposition of radiance akshat dave yongyi zhao ashok veeraraghavan european conference on computer vision eccv 2022 project page paper code dataset talk first arrival differential lidar tianyi zhang mel white akshat dave shahaboddin ghajari ankit raghuram alyosha c molnar ashok veeraraghavan ieee international conference on computational photography iccp 2022 paper a differential spad array architecture in 0 18 um cmos for hdr imaging mel white shahaboddin ghajari tianyi zhang akshat dave ashok veeraraghavan alyosha c molnar ieee international symposium on circuits and systems iscas 2022 paper deepir a deep network based image processing framework for thermal images vishwanath saragadam akshat dave ashok veeraraghavan richard baraniuk ieee cvf international conference on computer vision workshop iccv workshop 2021 pdf code your browser does not support the video tag foveated non line of sight imaging akshat dave muralidhar madabhushi balaji prasanna rangarajan ashok veeraraghavan marc p christensen conference on computational optical sensing and imaging cosi 2020 link paper best paper award convolutional approximations to the general non line of sight imaging operator byeongjoo ahn akshat dave ashok veeraraghavan ioannis gkioulekas aswin c sankaranarayanan ieee cvf international conference on computer vision iccv 2019 project page paper supplement code oral presentation your browser does not support the video tag snlos non line of sight scanning through temporal focusing adithya pediredla akshat dave ashok veeraraghavan ieee international conference on computational photography iccp 2019 paper solving inverse computational imaging problems using deep pixel level prior akshat dave anil kumar vadathya ramana subramanyam rahul baburajan kaushik mitra ieee transactions on computational imaging tci 2018 paper code your browser does not support the video tag silc smoother imitation with lipschitz costs sapana chaudhary akshat dave balaraman ravindran international conference on machine learning workshop icml workshop 2018 pdf compressive image recovery using recurrent generative model akshat dave anil kumar vadathya kaushik mitra ieee international conference on image processing icip 2017 project page paper code iitmsat communications system a leansat design approach akshay gulati shubham chavan akshat dave et al iaa conference on university satellites missions cubesat workshop usmcw 2015 paper talks 2025 10 invited talk computer vision with single photon cameras workshop iccv 2025 2025 06 invited talks cv4science and pi3dvi workshops cvpr 2025 2024 06 invited talk tedxboston in quin house 2024 06 invited talk ccd workshop in cvpr 2024 2024 05 invited talk janelia computational optics conference 2024 2024 02 invited talk meta polarization workshop 2024 2023 12 doctoral consortium siggraph asia 2023 2023 08 course on polarization siggraph 2023 2023 08 invited talk university of washington 2023 04 grundfest lecture university of california los angeles 2023 02 pixelcafe seminar university of california san diego 2023 01 invited talk stanford university 2022 09 invited talk massachusetts institue of technology 2022 08 invited talk carnegie mellon university 2022 04 invited talk university of maryland show more tedxboston the quin house grundfest lecture ucla honors and awards ralph budd award for the best ph d engineering thesis at rice university in 2024 selected for siggraph asia 2023 doctoral consortium lodieska stockbridge vaughn fellowship in 2023 for outstanding graduate research rice d2k research mentoring fellowship in 2022 for datasceince solutions to real world problems best student paper prize at the 2020 osa imaging and applied optics congress texas instruments fellowship in 2017 for ph d study at rice university qualcomm innovation fellowship in 2016 and 2017 for masters thesis research svaagata erasmus mundus scholarship in 2015 for semester exchange at kth university sweden all india rank 212 amongst 1 1 million participants in undergraduate entrance exam aieee 2012 kvpy national fellowship for high school and undergraduate research by the government of india professional service organizer eccv 2024 workshop on neural fields beyond conventional cameras siggraph 2023 course on polarization based visual computing mit media lab fall meeting 2023 workshop on extreme sensing publications chair iccp 2024 conference reviewer siggraph siggraph asia iccp cvpr eccv iros journal reviewer acm tog ieee tpami ieee tci osa optics express osa applied optics design and source code modifed from yuzhe yang s webpage with permission