Anton Kaplanyan (original) (raw)

Anton Kaplanyan

Graphics Research

I enjoy advancing research in computer graphics with current focus on real-time graphics, including neural rendering, perceptual rendering, light transport simulation, shading and appearance, as well as differentiable rendering. Some of my inventions include Light Propagation Volumes in CryEngine, NVIDIA RTX hardware, and LightRig light editing technology licensed and used by leading film companies, as well as perceptual and neural graphics at Meta and lately shaping the new line of discrete, integrated and datacenter GPU products at Intel, yielding over 50 patents and 3200+ citations. My technologies are implemented used in GPUs, middleware, major film renderers, and major game engines and games. My PhD is on Monte Carlo light transport simulation, also a former gamedev at Crytek.

Publications

2024

ACM Transactions on Graphics, Proceedings of SIGGRAPH

2024

@article{Diolatzis23NDGS, author = {Wu, Songyin and Kim, Sungye and Zeng, Zheng and Vembar, Deepak and Jha, Sangeeta and Kaplanyan, Anton and Yan, Ling-Qi}, title = {N-Dimensional Gaussians for Fitting of High Dimensional Functions}, journal = {Trans. Graph. (Proc. SIGGRAPH), year = {2023}, }

2023

Wu S., Kim S., Zeng Z., Vembar D., Jha S., Kaplanyan A., Yan L.-Q.

ACM Transactions on Graphics, Proceedings of SIGGRAPH Asia

2023

@article{Wu23XSS, author = {Wu, Songyin and Kim, Sungye and Zeng, Zheng and Vembar, Deepak and Jha, Sangeeta and Kaplanyan, Anton and Yan, Ling-Qi}, title = {ExtraSS: A Framework for Joint Spatial Super Sampling and Frame Extrapolation}, journal = {Trans. Graph. (Proc. SIGGRAPH Asia), year = {2023}, articleno = {92} }

Weier P., Zirr T., Kaplanyan A., Yan L.-Q., Slusallek P.

ACM Transactions on Graphics 42(4), Proceedings of SIGGRAPH

2023

@article{Weier23NPF, author = {Weier, Philippe and Zirr, Tobias and Kaplanyan, Anton and Yan, Ling-Qi and Slusallek, Philipp}, title = {Neural Prefiltering for Correlation-Aware Levels of Detail}, journal = {Trans. Graph. (Proc. SIGGRAPH), volume = {42}, number = {4}, year = {2023}, articleno = {78} }

S. Bako, P. Sen A. Kaplanyan

ACM Transactions on Graphics 42(2), Proceedings of SIGGRAPH

2023

@article{Bako23DAP, author = {Bako, Steve and Sen, Pradeep and Kaplanyan, Anton}, title = {Deep Appearance Filtering}, journal = {Trans. Graph. (Proc. SIGGRAPH), volume = {42}, number = {2}, year = {2023}, articleno = {23} }

2021

D. Vicini, W. Jakob, A. Kaplanyan

ACM Transactions on Graphics 40(4), Proceedings of SIGGRAPH

2021

@article{Vicini2021NonExponential, author = {Vicini, Delio and Jakob, Wenzel and Kaplanyan, Anton}, title = {A Non-Exponential Transmittance Model for Volumetric Scene Representations}, journal = {Trans. Graph. (Proc. SIGGRAPH), volume = {40}, number = {4}, year = {2021}, pages = {136:1--136:16} }

R. K. Mantiuk, G. Denes, A. Chapiro, A. Kaplanyan, G. Rufo, R. Bachy, T. Lian, and A. Patney

ACM Transactions on Graphics 40(4), Proceedings of SIGGRAPH

2021

@article{Mantiuk2021VVDP, author = {Mantiuk, Rafał K. and Denes, Gyorgy and Chapiro, Alexandre and Kaplanyan, Anton and Rufo, Gizem and Bachy, Romain and Lian, Trisha and Patney, Anjul}, title = {FovVideoVDP: A visible difference predictor for wide field-of-view video}, journal = {Trans. Graph. (Proc. SIGGRAPH), volume = {40}, number = {4}, year = {2021}, pages = {49:1--49:19} }

T. Neff, P. Stadlbauer, M. Parger, A. Kurz, J. H. Mueller, C. R. A. Chaitanya, A. Kaplanyan, M. Steinberger

Eurographics Symposium on Rendering, CGF track

2021

@article{Neff2021donerf, author = {Thomas Neff and Pascal Stadlbauer and Mathias Parger and Andreas Kurz and Joerg H. Mueller and Chakravarty R. Alla Chaitanya and Anton Kaplanyan and Markus Steinberger}, title = {DONeRF: Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks}, journal = {Comp. Graph. Forum (Proc. EGSR), volume = {}, number = {}, year = {2021} }

Best talk

M. Nimier-David, Z. Dong, W. Jakob, A. Kaplanyan

Eurographics Symposium on Rendering, CGF track

2021

@article{Neff2021donerf, author = {Merlin Nimier-David and Zhao Dong and Wenzel Jakob and Anton Kaplanyan}, title = {Material and lighting reconstruction for complex indoor scenes with texture-space differentiable rendering }, journal = {Comp. Graph. Forum (Proc. EGSR), volume = {}, number = {}, year = {2021} }

Y. Tokuyoshi, A. Kaplanyan

Journal of Computer Graphics Techniques (JCGT), 10(2)

2021

@article{Tokuyoshi2021SAA, author = {Yusuke Tokuyoshi and Anton S. Kaplanyan}, title = {Stable Geometric Specular Antialiasing with Projected-Space NDF Filtering}, year = 2021, journal = {Journal of Computer Graphics Techniques}, volume = 10, number = 2, pages = {31--58}, url = {http://jcgt.org/published/0010/02/02/} }

2020

L. Xiao, S. Nouri, M. Chapman, A. Fix, D. Lanman, A. Kaplanyan

ACM Transactions on Graphics 38(4), Proceedings of SIGGRAPH

2020

@article{Xiao20, author = {Xiao, Lei and Nouri, Salah and Chapman, Matt and Fix, Alexander and Lanman, Douglas and Kaplanyan, Anton}, title = {Neural Supersampling for Real-time Rendering}, journal = {ACM Trans. Graph. (Proc. SIGGRAPH)}, volume = {39}, number = {4}, year = {2020} }

2019

A. Kaplanyan, A. Sochenov, T. Leimkuehler , M. Okunev, T. Goodall, G. Rufo

ACM Transactions on Graphics 38(4), Proceedings of SIGGRAPH Asia

2019

@article{Kaplanyan19, author = {Kaplanyan, Anton and Sochenov, Anton and Leimkuehler, Thomas and Okunev, Mikhail and Goodall, Todd and Rufo, Gizem}, title = {{DeepFovea}: Neural Reconstruction for Foveated Rendering and Video Compression using Learned Statistics of Natural Videos}, journal = {ACM Trans. Graph. (Proc. SIGGRAPH Asia)}, volume = {38}, number = {4}, year = {2019}, pages = {212:1--212:13} }

D. Azinovic, T.-Mao Li, A. Kaplanyan, M. Niessner

Computer Vision and Pattern Recognition (oral presentation)

2019

@inproceedings{Azinovic19, author = {Azinovic, Dejan and Li, Tzu-Mao and Kaplanyan, Anton, and Niessner, Matthias}, title = {Inverse Path Tracing for Joint Material and Lighting Estimation}, booktitle = {Computer Vision and Pattern Recognition}, series = {CVPR}, articleno = {1}, year = {2019} }

Y. Tokuyoshi and A. Kaplanyan

ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games

2019

@inproceedings{Tokuyoshi19, author = {Tokuyoshi, Yusuke and Kaplanyan, Anton}, title = {Improved Geometric Specular Antialiasing}, booktitle = {ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games}, series = {I3D}, pages = {18:1--18:9}, articleno = {18}, year = {2019} }

2018

L. Xiao, A. Kaplanyan, A. Fix, M. Chapman, D. Lanman

ACM Transactions on Graphics 37(6), Proceedings of SIGGRAPH Asia

2018

@article{Xiao18, author = {Xiao, Lei and Kaplanyan, Anton and Fix, Alexander and Chapman, Matt and Lanman, Douglas}, title = {DeepFocus: Learned Image Synthesis for Computational Displays}, journal = {ACM Trans. Graph. (Proc. SIGGRAPH Asia)}, volume = {37}, number = {6}, year = {2018}, pages = {200:1--200:13} }

2017

C. Chakravarty, A. Kaplanyan, C. Schied, M. Salvi, A. Lefohn, D. Nowrouzezahrai, T. Aila

ACM Transactions on Graphics 36(4), Proceedings of SIGGRAPH

2017

@article{Chaitanya17, author = {Chaitanya, Chakravarty R. Alla and Kaplanyan, Anton and Schied, Christoph and Salvi, Marco and Lefohn, Aaron and Nowrouzezahrai, Derek and Aila, Timo}, title = {Interactive Reconstruction of {Monte Carlo} Image Sequences Using a Recurrent Denoising Autoencoder}, journal = {ACM Trans. Graph. (Proc. SIGGRAPH)}, volume = {36}, number = {4}, year = {2017}, pages = {98:1--98:12} }

1st place

C. Schied, A. Kaplanyan, C. Wyman, A. Patney, C. Chakravarty, J. Burgess, S. Liu, C. Dachsbacher, A. Lefohn, M. Salvi

Proceedings of High Performance Graphics

2017

@inproceedings{Schied17, author = {Schied, Christoph and Kaplanyan, Anton and Wyman, Chris and Patney, Anjul and Chaitanya, Chakravarty R. Alla and Burgess, John and Liu, Shiqiu and Dachsbacher, Carsten and Lefohn, Aaron and Salvi, Marco}, title = {Spatiotemporal Variance-guided Filtering: Real-time Reconstruction for Path-traced Global Illumination}, booktitle = {Proc. High Performance Graphics}, series = {HPG}, year = {2017}, pages = {2:1--2:12}, articleno = {2} }

H. Otsu, A. Kaplanyan, J. Hanika, C. Dachsbacher, T. Hachisuka

ACM Transactions on Graphics 36(4), Proceedings of SIGGRAPH

2017

@article{Otsu17, author = {Hisanari Otsu and Anton Kaplanyan and Johannes Hanika and Carsten Dachsbacher and Toshiya Hachisuka}, title = {Fusing state spaces for {Markov chain Monte Carlo} rendering}, journal = {ACM Trans. Graph. (Proc. SIGGRAPH)}, volume = {36}, number = {4}, pages = {74:1--74:10}, year = {2017}, }

2016

1st place

A. Kaplanyan, S. Hill, A. Patney, A. Lefohn

Proceedings of High Performance Graphics

2016

@inproceedings{Kaplanyan16, author = {Kaplanyan, A. and Hill, S. and Patney, A. and Lefohn, A.}, title = {Filtering Distributions of Normals for Shading Antialiasing}, booktitle = {Proc. High Performance Graphics}, series = {HPG}, year = {2016}, pages = {151--162}, }

A. Patney, J. Kim, M. Salvi, A. Kaplanyan, C. Wyman, N. Benty, A. Lefohn, D. Luebke

ACM Transactions on Graphics 35(6), Proceedings of SIGGRAPH Asia

2016

@article{Patney16, author = {Patney, Anjul and Salvi, Marco and Kim, Joohwan and Kaplanyan, Anton and Wyman, Chris and Benty, Nir and Luebke, David and Lefohn, Aaron}, title = {Towards Foveated Rendering for Gaze-tracked Virtual Reality}, journal = {ACM Trans. Graph. (Proc. SIGGRAPH Asia)}, volume = {35}, number = {6}, year = {2016}, pages = {179:1--179:12} }

T. Zirr, A. Kaplanyan

Symposium on Interactive 3D Graphics and Games

2016

@inproceedings{Zirr16, author = {Zirr, Tobias and Kaplanyan, Anton}, title = {Real-time Rendering of Procedural Multiscale Materials}, booktitle = {Symp. on Interactive 3D Graphics and Games}, series = {I3D}, year = {2016}, pages = {139--148} }

2015

J. Hanika, A. Kaplanyan, C. Dachsbacher

Comput. Graph. Forum 34(4), Proceedings of EGSR

2015

@article{Hanika15, author = {Hanika, Johannes and Kaplanyan, Anton and Dachsbacher, Carsten}, title = {Improved Half Vector Space Light Transport}, journal = {Comput. Graph. Forum (Proc. EGSR)}, volume = {34}, number = {3}, year = {2015}, pages = {65--74} }

2014

A. Kaplanyan, J. Hanika, C. Dachsbacher

ACM Transactions on Graphics 33(4), Proceedings of SIGGRAPH

2014

@article{Kaplanyan14, author = {Kaplanyan, Anton and Hanika, Johannes and Dachsbacher, Carsten}, title = {The Natural-Constraint Representation of the Path Space for Efficient Light Transport Simulation}, journal = {ACM Trans. Graph. (Proc. SIGGRAPH)}, volume = {33}, number = {4}, year = {2014}, pages = {102:1--102:13} }

T. Hachisuka, A. Kaplanyan, C. Dachsbacher

ACM Transactions on Graphics 33(4), Proceedings of SIGGRAPH

2014

@article{Hachisuka14, author = {Hachisuka, Toshiya and Kaplanyan, Anton and Dachsbacher, Carsten}, title = {Multiplexed Metropolis Light Transport}, journal = {ACM Trans. Graph. (Proc. SIGGRAPH)}, volume = {33}, number = {4}, year = {2014}, pages = {100:1--100:10} }

2013

A. Kaplanyan, C. Dachsbacher

ACM Transactions on Graphics 32(2), Presented at SIGGRAPH

2013

@article{Kaplanyan13, author = {Kaplanyan, Anton and Dachsbacher, Carsten}, title = {Adaptive Progressive Photon Mapping}, journal = {ACM Trans. Graph.}, volume = {32}, number = {2}, year = {2013}, pages = {16:1--16:13} }

A. Kaplanyan, C. Dachsbacher

Computer Graphics Forum 32(2), Proceedings of Eurographics

2013

@article{Kaplanyan13PSR, author = {Kaplanyan, Anton and Dachsbacher, Carsten}, title = {Path Space Regularization for Holistic and Robust Light Transport}, journal = {Comput. Graph. Forum (Proc. Eurographics)}, volume = {32}, number = {2}, pages = {63--72}, year = {2013} }

T. Schmidt, J. Novák, J. Meng, A. Kaplanyan, T Reiner, D. Nowrouzezahrai, C. Dachsbacher

ACM Transactions on Graphics 32(4), Proceedings of SIGGRAPH

2013

@article{Schmidt13, author = {Schmidt, Thorsten-Walther and Nov'{a}k, Jan and Meng, Johannes and Kaplanyan, Anton S. and Reiner, Tim and Nowrouzezahrai, Derek and Dachsbacher, Carsten}, title = {Path-space Manipulation of Physically Based Light Transport}, journal = {ACM Trans. Graph. (Proc. SIGGRAPH)}, volume = {32}, number = {4}, year = {2013}, pages = {129:1--129:11} }

C. Weber, A. Kaplanyan, M. Stamminger, C. Dachsbacher

Proc. Vision, Modeling, and Visualization

2013

@inproceedings{Weber13, title = {Interactive Direct Volume Rendering with Many-light Methods and Transmittance Caching}, author = {Weber, Christoph and Kaplanyan, Anton and Stamminger, Marc and Dachsbacher, Carsten}, booktitle = {Vision, Modeling and Visualization}, editor = {Michael Bronstein and Jean Favre and Kai Hormann}, year = {2013}, publisher = {The Eurographics Association} }

2012

3rd place

T. Reiner, A. Kaplanyan, M. Reinhard, C. Dachsbacher

Computer Graphics Forum 31(2), Proceedings of Eurographics

2012

@article{Reiner12, author = {Reiner, Tim and Kaplanyan, Anton and Reinhard, Marcel and Dachsbacher, Carsten}, title = {Selective Inspection and Interactive Visualization of Light Transport in Virtual Scenes}, booktitle = {Comput. Graph. Forum (Proc. Eurographics)}, year = {2012}, volume = {31}, number = {2}, pages = {711--718} }

R. Prutkin, A. Kaplanyan, C. Dachsbacher

Proceedings of Eurographics Short Papers

2012

@inproceedings{Prutkin12, author = {Prutkin, Roman and Kaplanyan, Anton and Dachsbacher, Carsten}, title = {Reflective Shadow Map Clustering for Real-Time Global Illumination}, booktitle = {Proc. Eurographics Short Papers}, year = {2012}, }

2011

A. Kaplanyan, W. Engel, C. Dachsbacher

GPU Pro 2

2011

@incollection{Kaplanyan11, author = {Kaplanyan, Anton and Engel, Wolfgang and Dachsbacher, Carsten}, title = {Diffuse Global Illumination with Temporally Coherent Light Propagation Volumes}, editor = {Wolfgang Engel}, booktitle = {{GPU} Pro 2}, publisher = {AK Peters}, year = 2011, pages = {185--204}, chapter = 5 }

2010

A. Kaplanyan, C. Dachsbacher

Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games

2010

@inproceedings{Kaplanyan10, author = {Kaplanyan, Anton and Dachsbacher, Carsten}, title = {Cascaded Light Propagation Volumes for Real-time Indirect Illumination}, booktitle = {Proc. ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games}, series = {I3D}, year = {2010}, pages = {99--107} }