Kavita Bala

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 68

Top Venues

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Utkarsh Mall, Cheng Perng Phoo, Meilin Kelsey Liu, Carl Vondrick, Bharath Hariharan, Kavita Bala
Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment. ICLR (2024)
Utkarsh Mall, Cheng Perng Phoo, Meilin Kelsey Liu, Carl Vondrick, Bharath Hariharan, Kavita Bala
Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment. CoRR (2023)
Utkarsh Mall, Bharath Hariharan, Kavita Bala
Change-Aware Sampling and Contrastive Learning for Satellite Images. CVPR (2023)
Utkarsh Mall, Bharath Hariharan, Kavita Bala
Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery. NeurIPS (2022)
Utkarsh Mall, Bharath Hariharan, Kavita Bala
Zero-shot Learning Using Multimodal Descriptions. CVPR Workshops (2022)
Samar Khanna, Bram Wallace, Kavita Bala, Bharath Hariharan
Activation Regression for Continuous Domain Generalization with Applications to Crop Classification. CoRR (2022)
Utkarsh Mall, Kavita Bala, Tamara Berg, Kristen Grauman
Discovering Underground Maps from Fashion. WACV (2022)
Xi Deng, Fujun Luan, Bruce Walter, Kavita Bala, Steve Marschner
Reconstructing Translucent Objects using Differentiable Rendering. SIGGRAPH (Conference Paper Track) (2022)
Utkarsh Mall, Bharath Hariharan, Kavita Bala
Field-Guide-Inspired Zero-Shot Learning. CoRR (2021)
Hadi AlZayer, Hubert Lin, Kavita Bala
AutoPhoto: Aesthetic Photo Capture using Reinforcement Learning. IROS (2021)
Jang Hyun Cho, Utkarsh Mall, Kavita Bala, Bharath Hariharan
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering. CoRR (2021)
Hubert Lin, Mitchell van Zuijlen, Sylvia C. Pont, Maarten W. A. Wijntjes, Kavita Bala
What Can Style Transfer and Paintings Do for Model Robustness? CVPR (2021)
Kai Zhang, Fujun Luan, Qianqian Wang, Kavita Bala, Noah Snavely
PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting. CoRR (2021)
Kai Zhang, Fujun Luan, Qianqian Wang, Kavita Bala, Noah Snavely
PhySG: Inverse Rendering With Spherical Gaussians for Physics-Based Material Editing and Relighting. CVPR (2021)
Yoav Y. Schechner, Kavita Bala, Ori Katz, Kalyan Sunkavalli, Ko Nishino
Guest Editorial: Introduction to the Special Section on Computational Photography. IEEE Trans. Pattern Anal. Mach. Intell. 43 (7) (2021)
Hadi AlZayer, Hubert Lin, Kavita Bala
AutoPhoto: Aesthetic Photo Capture using Reinforcement Learning. CoRR (2021)
Jang Hyun Cho, Utkarsh Mall, Kavita Bala, Bharath Hariharan
PiCIE: Unsupervised Semantic Segmentation Using Invariance and Equivariance in Clustering. CVPR (2021)
Fujun Luan, Shuang Zhao, Kavita Bala, Zhao Dong
Unified Shape and SVBRDF Recovery using Differentiable Monte Carlo Rendering. Comput. Graph. Forum 40 (4) (2021)
Fujun Luan, Shuang Zhao, Kavita Bala, Zhao Dong
Unified Shape and SVBRDF Recovery using Differentiable Monte Carlo Rendering. CoRR (2021)
Scott Wehrwein, Kavita Bala, Noah Snavely
Scene Summarization via Motion Normalization. IEEE Trans. Vis. Comput. Graph. 27 (4) (2021)
Utkarsh Mall, Bharath Hariharan, Kavita Bala
Field-Guide-Inspired Zero-Shot Learning. ICCV (2021)
Fujun Luan, Shuang Zhao, Kavita Bala, Ioannis Gkioulekas
Langevin monte carlo rendering with gradient-based adaptation. ACM Trans. Graph. 39 (4) (2020)
Hubert Lin, Mitchell van Zuijlen, Sylvia C. Pont, Maarten W. A. Wijntjes, Kavita Bala
What Can Style Transfer and Paintings Do For Model Robustness? CoRR (2020)
Yutao Han, Hubert Lin, Jacopo Banfi, Kavita Bala, Mark E. Campbell
DeepSemanticHPPC: Hypothesis-based Planning over Uncertain Semantic Point Clouds. ICRA (2020)
Yutao Han, Hubert Lin, Jacopo Banfi, Kavita Bala, Mark E. Campbell
DeepSemanticHPPC: Hypothesis-based Planning over Uncertain Semantic Point Clouds. CoRR (2020)
Hubert Lin, Mitchell van Zuijlen, Maarten W. A. Wijntjes, Sylvia C. Pont, Kavita Bala
Insights From A Large-Scale Database of Material Depictions In Paintings. CoRR (2020)
Hubert Lin, Paul Upchurch, Kavita Bala
Block Annotation: Better Image Annotation for Semantic Segmentation with Sub-Image Decomposition. CoRR (2020)
Hubert Lin, Mitchell van Zuijlen, Maarten W. A. Wijntjes, Sylvia C. Pont, Kavita Bala
Insights from a Large-Scale Database of Material Depictions in Paintings. ICPR Workshops (3) (2020)
Mitchell J. P. van Zuijlen, Hubert Lin, Kavita Bala, Sylvia C. Pont, Maarten W. A. Wijntjes
Materials In Paintings (MIP): An interdisciplinary dataset for perception, art history, and computer vision. CoRR (2020)
Utkarsh Mall, Kavita Bala, Tamara Berg, Kristen Grauman
Discovering Underground Maps from Fashion. CoRR (2020)
Chengqian Che, Fujun Luan, Shuang Zhao, Kavita Bala, Ioannis Gkioulekas
Towards Learning-based Inverse Subsurface Scattering. ICCP (2020)
Utkarsh Mall, Kevin Matzen, Bharath Hariharan, Noah Snavely, Kavita Bala
GeoStyle: Discovering Fashion Trends and Events. CoRR (2019)
Utkarsh Mall, Kevin Matzen, Bharath Hariharan, Noah Snavely, Kavita Bala
GeoStyle: Discovering Fashion Trends and Events. ICCV (2019)
Hubert Lin, Paul Upchurch, Kavita Bala
Block Annotation: Better Image Annotation With Sub-Image Decomposition. ICCV (2019)
Balazs Kovacs, Peter O'Donovan, Kavita Bala, Aaron Hertzmann
Context-Aware Asset Search for Graphic Design. IEEE Trans. Vis. Comput. Graph. 25 (7) (2019)
Hubert Lin, Melinos Averkiou, Evangelos Kalogerakis, Balazs Kovacs, Siddhant Ranade, Vladimir G. Kim, Siddhartha Chaudhuri, Kavita Bala
Learning Material-Aware Local Descriptors for 3D Shapes. CoRR (2018)
Hubert Lin, Melinos Averkiou, Evangelos Kalogerakis, Balazs Kovacs, Siddhant Ranade, Vladimir G. Kim, Siddhartha Chaudhuri, Kavita Bala
Learning Material-Aware Local Descriptors for 3D Shapes. 3DV (2018)
Fujun Luan, Sylvain Paris, Eli Shechtman, Kavita Bala
Deep Painterly Harmonization. Comput. Graph. Forum 37 (4) (2018)
Chengqian Che, Fujun Luan, Shuang Zhao, Kavita Bala, Ioannis Gkioulekas
Inverse Transport Networks. CoRR (2018)
Fujun Luan, Sylvain Paris, Eli Shechtman, Kavita Bala
Deep Painterly Harmonization. CoRR (2018)
Nicolas Bonneel, Balazs Kovacs, Sylvain Paris, Kavita Bala
Intrinsic Decompositions for Image Editing. Comput. Graph. Forum 36 (2) (2017)
Balazs Kovacs, Sean Bell, Noah Snavely, Kavita Bala
Shading Annotations in the Wild. CVPR (2017)
Pramook Khungurn, Rundong Wu, James Noeckel, Steve Marschner, Kavita Bala
Fast rendering of fabric micro-appearance models under directional and spherical gaussian lights. ACM Trans. Graph. 36 (6) (2017)
Balazs Kovacs, Sean Bell, Noah Snavely, Kavita Bala
Shading Annotations in the Wild. CoRR (2017)
Fujun Luan, Sylvain Paris, Eli Shechtman, Kavita Bala
Deep Photo Style Transfer. CVPR (2017)
Fujun Luan, Shuang Zhao, Kavita Bala
Fiber-Level On-the-Fly Procedural Textiles. Comput. Graph. Forum 36 (4) (2017)
Kevin Matzen, Kavita Bala, Noah Snavely
StreetStyle: Exploring world-wide clothing styles from millions of photos. CoRR (2017)
Fujun Luan, Sylvain Paris, Eli Shechtman, Kavita Bala
Deep Photo Style Transfer. CoRR (2017)
Paul Upchurch, Jacob R. Gardner, Geoff Pleiss, Robert Pless, Noah Snavely, Kavita Bala, Kilian Q. Weinberger
Deep Feature Interpolation for Image Content Changes. CVPR (2017)
Paul Upchurch, Jacob R. Gardner, Kavita Bala, Robert Pless, Noah Snavely, Kilian Q. Weinberger
Deep Feature Interpolation for Image Content Changes. CoRR (2016)
Ivaylo Boyadzhiev, Jiawen Chen, Sylvain Paris, Kavita Bala
Do-it-yourself lighting design for product videography. ICCP (2016)
Ioannis Gkioulekas, Kavita Bala, Frédo Durand, Anat Levin, Shuang Zhao, Todd E. Zickler
Computational Imaging for Inverse Scattering. Measuring, Modeling, and Reproducing Material Appearance (2016)
Paul Upchurch, Noah Snavely, Kavita Bala
From A to Z: Supervised Transfer of Style and Content Using Deep Neural Network Generators. CoRR (2016)
Daniel Cabrini Hauagge, Scott Wehrwein, Kavita Bala, Noah Snavely
Photometric Ambient Occlusion for Intrinsic Image Decomposition. IEEE Trans. Pattern Anal. Mach. Intell. 38 (4) (2016)
Paul Upchurch, Daniel Sedra, Andrew Mullen, Haym Hirsh, Kavita Bala
Interactive Consensus Agreement Games for Labeling Images. HCOMP (2016)
Sean Bell, C. Lawrence Zitnick, Kavita Bala, Ross B. Girshick
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks. CVPR (2016)
Shuang Zhao, Fujun Luan, Kavita Bala
Fitting procedural yarn models for realistic cloth rendering. ACM Trans. Graph. 35 (4) (2016)
Manohar Srikanth, Kavita Bala, Frédo Durand
Computational rim illumination of dynamic subjects using aerial robots. Comput. Graph. 52 (2015)
Andreas Veit, Balazs Kovacs, Sean Bell, Julian J. McAuley, Kavita Bala, Serge J. Belongie
Learning Visual Clothing Style with Heterogeneous Dyadic Co-Occurrences. ICCV (2015)
Sylvain Paris, Ivaylo Boyadzhiev, Kavita Bala, Edward H. Adelson
Talk abstract: Computational lighting design and band-sifting operators. ICIP (2015)
Pramook Khungurn, Daniel Schroeder, Shuang Zhao, Kavita Bala, Steve Marschner
Matching Real Fabrics with Micro-Appearance Models. ACM Trans. Graph. 35 (1) (2015)
Ioannis Gkioulekas, Bruce Walter, Edward H. Adelson, Kavita Bala, Todd E. Zickler
On the appearance of translucent edges. CVPR (2015)
Sean Bell, Kavita Bala
Learning visual similarity for product design with convolutional neural networks. ACM Trans. Graph. 34 (4) (2015)
Andreas Veit, Balazs Kovacs, Sean Bell, Julian J. McAuley, Kavita Bala, Serge J. Belongie
Learning Visual Clothing Style with Heterogeneous Dyadic Co-occurrences. CoRR (2015)
Sean Bell, C. Lawrence Zitnick, Kavita Bala, Ross B. Girshick
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks. CoRR (2015)
Ivaylo Boyadzhiev, Kavita Bala, Sylvain Paris, Edward H. Adelson
Band-Sifting Decomposition for Image-Based Material Editing. ACM Trans. Graph. 34 (5) (2015)
Sean Bell, Paul Upchurch, Noah Snavely, Kavita Bala
Material recognition in the wild with the Materials in Context Database. CVPR (2015)
Scott Wehrwein, Kavita Bala, Noah Snavely
Shadow Detection and Sun Direction in Photo Collections. 3DV (2015)
Shuang Zhao, Wenzel Jakob, Steve Marschner, Kavita Bala
Building volumetric appearance models of fabric using micro CT imaging. Commun. ACM 57 (11) (2014)
Laurent Belcour, Kavita Bala, Cyril Soler
A Local Frequency Analysis of Light Scattering and Absorption. ACM Trans. Graph. 33 (5) (2014)
Rui Wang, Xianjin Yang, Yazhen Yuan, Wei Chen, Kavita Bala, Hujun Bao
Automatic shader simplification using surface signal approximation. ACM Trans. Graph. 33 (6) (2014)
Sean Bell, Paul Upchurch, Noah Snavely, Kavita Bala
Material recognition in the wild with the Materials in Context Database. CoRR (2014)
Kavita Bala
Modeling cloth at micron resolution. Measuring, Modeling, and Reproducing Material Appearance (2014)
Manohar Srikanth, Kavita Bala, Frédo Durand
Computational rim illumination with aerial robots. CAe@Expressive (2014)
Shuang Zhao, Ravi Ramamoorthi, Kavita Bala
High-order similarity relations in radiative transfer. ACM Trans. Graph. 33 (4) (2014)
Daniel Cabrini Hauagge, Scott Wehrwein, Paul Upchurch, Kavita Bala, Noah Snavely
Reasoning about Photo Collections using Models of Outdoor Illumination. BMVC (2014)
Sean Bell, Kavita Bala, Noah Snavely
Intrinsic images in the wild. ACM Trans. Graph. 33 (4) (2014)
Shuang Zhao, Milos Hasan, Ravi Ramamoorthi, Kavita Bala
Modular flux transfer: efficient rendering of high-resolution volumes with repeated structures. ACM Trans. Graph. 32 (4) (2013)
Daniel Cabrini Hauagge, Scott Wehrwein, Kavita Bala, Noah Snavely
Photometric Ambient Occlusion. CVPR (2013)
Ioannis Gkioulekas, Shuang Zhao, Kavita Bala, Todd E. Zickler, Anat Levin
Inverse volume rendering with material dictionaries. ACM Trans. Graph. 32 (6) (2013)
Sean Bell, Paul Upchurch, Noah Snavely, Kavita Bala
OpenSurfaces: a richly annotated catalog of surface appearance. ACM Trans. Graph. 32 (4) (2013)
Ivaylo Boyadzhiev, Sylvain Paris, Kavita Bala
User-assisted image compositing for photographic lighting. ACM Trans. Graph. 32 (4) (2013)
Ioannis Gkioulekas, Bei Xiao, Shuang Zhao, Edward H. Adelson, Todd E. Zickler, Kavita Bala
Understanding the role of phase function in translucent appearance. ACM Trans. Graph. 32 (5) (2013)
Shuang Zhao, Wenzel Jakob, Steve Marschner, Kavita Bala
Structure-aware synthesis for predictive woven fabric appearance. ACM Trans. Graph. 31 (4) (2012)
Bruce Walter, Pramook Khungurn, Kavita Bala
Bidirectional lightcuts. ACM Trans. Graph. 31 (4) (2012)
Adrián Jarabo, Tom Van Eyck, Veronica Sundstedt, Kavita Bala, Diego Gutierrez, Carol O'Sullivan
Crowd Light: Evaluating the Perceived Fidelity of Illuminated Dynamic Scenes. Comput. Graph. Forum 31 (2pt3) (2012)
Kavita Bala
Predictive rendering for accurate material perception: modeling and rendering fabrics. Human Vision and Electronic Imaging (2012)
Ivaylo Boyadzhiev, Kavita Bala, Sylvain Paris, Frédo Durand
User-guided white balance for mixed lighting conditions. ACM Trans. Graph. 31 (6) (2012)
Nikhil Naik, Shuang Zhao, Andreas Velten, Ramesh Raskar, Kavita Bala
Single view reflectance capture using multiplexed scattering and time-of-flight imaging. ACM Trans. Graph. 30 (6) (2011)
Shuang Zhao, Wenzel Jakob, Steve Marschner, Kavita Bala
Building volumetric appearance models of fabric using micro CT imaging. ACM Trans. Graph. 30 (4) (2011)
Adam Arbree, Bruce Walter, Kavita Bala
Heterogeneous Subsurface Scattering Using the Finite Element Method. IEEE Trans. Vis. Comput. Graph. 17 (7) (2011)
Timothy Condon, Bruce Walter, Kavita Bala, Donald P. Greenberg
Prefiltered Cross-Section Occluders. PG (Poster Papers) (2010)
Wenzel Jakob, Adam Arbree, Jonathan T. Moon, Kavita Bala, Steve Marschner
A radiative transfer framework for rendering materials with anisotropic structure. ACM Trans. Graph. 29 (4) (2010)
Tomás Davidovic, Jaroslav Krivánek, Milos Hasan, Philipp Slusallek, Kavita Bala
Combining global and local virtual lights for detailed glossy illumination. ACM Trans. Graph. 29 (6) (2010)
Jaroslav Krivánek, James A. Ferwerda, Kavita Bala
Effects of global illumination approximations on material appearance. ACM Trans. Graph. 29 (4) (2010)
Bruce Walter, Shuang Zhao, Nicolas Holzschuch, Kavita Bala
Single scattering in refractive media with triangle mesh boundaries. ACM Trans. Graph. 28 (3) (2009)
Milind Kulkarni, Keshav Pingali, Bruce Walter, Ganesh Ramanarayanan, Kavita Bala, L. Paul Chew
Optimistic parallelism requires abstractions. Commun. ACM 52 (9) (2009)
Milos Hasan, Jaroslav Krivánek, Bruce Walter, Kavita Bala
Virtual spherical lights for many-light rendering of glossy scenes. ACM Trans. Graph. 28 (5) (2009)
Edgar Velázquez-Armendáriz, Shuang Zhao, Milos Hasan, Bruce Walter, Kavita Bala
Automatic bounding of programmable shaders for efficient global illumination. ACM Trans. Graph. 28 (5) (2009)
Adam Arbree, Bruce Walter, Kavita Bala
Single-pass Scalable Subsurface Rendering with Lightcuts. Comput. Graph. Forum 27 (2) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kavita Bala