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Achuta Kadambi
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Journal Articles
- 2023
- [j10]Pradyumna Chari
, Yunhao Ba
On Learning Mechanical Laws of Motion From Video Using Neural Networks. IEEE Access 11: 30129-30145 (2023) - [j9]Achuta Kadambi
Incorporating physics into data-driven computer vision. Nat. Mac. Intell. 5(6): 572-580 (2023) - [j8]Rishi Upadhyay, Howard Zhang, Yunhao Ba, Ethan Yang, Blake Gella, Sicheng Jiang, Alex Wong
Enhancing Diffusion Models with 3D Perspective Geometry Constraints. ACM Trans. Graph. 42(6): 237:1-237:15 (2023) - 2022
- [j7]Bahram Jalali
Physics-AI symbiosis. Mach. Learn. Sci. Technol. 3(4): 41001 (2022) - [j6]Alexander Vilesov
Blending camera and 77 GHz radar sensing for equitable, robust plethysmography. ACM Trans. Graph. 41(4): 36:1-36:14 (2022) - 2021
- [j5]Kenichiro Tanaka
Time-Resolved Far Infrared Light Transport Decomposition for Thermal Photometric Stereo. IEEE Trans. Pattern Anal. Mach. Intell. 43(6): 2075-2085 (2021) - 2017
- [j4]Achuta Kadambi
Rethinking Machine Vision Time of Flight With GHz Heterodyning. IEEE Access 5: 26211-26223 (2017) - [j3]Achuta Kadambi, Vage Taamazyan, Boxin Shi, Ramesh Raskar:
Depth Sensing Using Geometrically Constrained Polarization Normals. Int. J. Comput. Vis. 125(1-3): 34-51 (2017) - 2016
- [j2]Achuta Kadambi, Hang Zhao, Boxin Shi, Ramesh Raskar:
Occluded Imaging with Time-of-Flight Sensors. ACM Trans. Graph. 35(2): 15:1-15:12 (2016) - 2013
- [j1]Achuta Kadambi, Refael Whyte, Ayush Bhandari
Coded time of flight cameras: sparse deconvolution to address multipath interference and recover time profiles. ACM Trans. Graph. 32(6): 167:1-167:10 (2013)
Conference and Workshop Papers
- 2024
- [c33]Shijie Zhou, Haoran Chang, Sicheng Jiang, Zhiwen Fan, Zehao Zhu, Dejia Xu, Pradyumna Chari, Suya You, Zhangyang Wang, Achuta Kadambi:
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields. CVPR 2024: 21676-21685 - [c32]Pradyumna Chari
Implicit Neural Models to Extract Heart Rate from Video. ECCV (83) 2024: 157-175 - [c31]Zhen Wang, Qiangeng Xu, Feitong Tan, Menglei Chai, Shichen Liu, Rohit Pandey, Sean Fanello, Achuta Kadambi, Yinda Zhang:
MVDD: Multi-view Depth Diffusion Models. ECCV (13) 2024: 236-253 - [c30]Shijie Zhou
DreamScene360: Unconstrained Text-to-3D Scene Generation with Panoramic Gaussian Splatting. ECCV (6) 2024: 324-342 - 2023
- [c29]Zhen Wang, Shijie Zhou, Jeong Joon Park, Despoina Paschalidou
ALTO: Alternating Latent Topologies for Implicit 3D Reconstruction. CVPR 2023: 259-270 - [c28]Akash Deep Singh, Yunhao Ba, Ankur Sarker, Howard Zhang, Achuta Kadambi, Stefano Soatto, Mani B. Srivastava, Alex Wong
Depth Estimation from Camera Image and mmWave Radar Point Cloud. CVPR 2023: 9275-9285 - [c27]Howard Zhang, Yunhao Ba, Ethan Yang, Varan Mehra, Blake Gella, Akira Suzuki, Arnold Pfahnl, Chethan Chinder Chandrappa, Alex Wong
WeatherStream: Light Transport Automation of Single Image Deweathering. CVPR 2023: 13499-13509 - [c26]Henry Peters, Yunhao Ba, Achuta Kadambi:
pCON: Polarimetric Coordinate Networks for Neural Scene Representations. CVPR 2023: 16579-16589 - [c25]Seung-Hwan Baek, Ramesh Raskar, Jinwei Ye, Akshat Dave, Achuta Kadambi, Huaijin George Chen:
Polarization-Based Visual Computing. SIGGRAPH Courses 2023: 13:1 - 2022
- [c24]Zhen Wang
Synthetic Generation of Face Videos with Plethysmograph Physiology. CVPR 2022: 20555-20564 - [c23]Pradyumna Chari
MIME: Minority Inclusion for Majority Group Enhancement of AI Performance. ECCV (13) 2022: 326-343 - [c22]Yunhao Ba
Not Just Streaks: Towards Ground Truth for Single Image Deraining. ECCV (7) 2022: 723-740 - [c21]Yunhao Ba, Zhen Wang
Style Transfer with Bio-realistic Appearance Manipulation for Skin-tone Inclusive rPPG. ICCP 2022: 1-12 - [c20]Siyou Pei
ForceSight: Non-Contact Force Sensing with Laser Speckle Imaging. UIST 2022: 25:1-25:11 - 2021
- [c19]Agastya Kalra, Guy Stoppi, Bradley Brown, Rishav Agarwal, Achuta Kadambi:
Towards Rotation Invariance in Object Detection. ICCV 2021: 3510-3520 - 2020
- [c18]Kenichiro Tanaka, Yasuhiro Mukaigawa, Achuta Kadambi:
Polarized Non-Line-of-Sight Imaging. CVPR 2020: 2133-2142 - [c17]Agastya Kalra, Vage Taamazyan, Supreeth Krishna Rao, Kartik Venkataraman, Ramesh Raskar, Achuta Kadambi:
Deep Polarization Cues for Transparent Object Segmentation. CVPR 2020: 8599-8608 - [c16]Yunhao Ba, Alex Gilbert, Franklin Wang, Jinfa Yang, Rui Chen, Yiqin Wang, Lei Yan, Boxin Shi, Achuta Kadambi:
Deep Shape from Polarization. ECCV (24) 2020: 554-571 - [c15]Jack Erdozain, Kazuto Ichimaru, Tomohiro Maeda, Hiroshi Kawasaki, Ramesh Raskar, Achuta Kadambi:
3d Imaging For Thermal Cameras Using Structured Light. ICIP 2020: 2795-2799 - 2019
- [c14]Tomohiro Maeda, Yiqin Wang, Ramesh Raskar, Achuta Kadambi:
Thermal Non-Line-of-Sight Imaging. ICCP 2019: 1-11 - 2018
- [c13]Tomohiro Maeda, Achuta Kadambi, Yoav Y. Schechner, Ramesh Raskar:
Dynamic heterodyne interferometry. ICCP 2018: 1-11 - 2016
- [c12]Achuta Kadambi, Jamie Schiel, Ramesh Raskar:
Macroscopic Interferometry: Rethinking Depth Estimation with Frequency-Domain Time-of-Flight. CVPR 2016: 893-902 - 2015
- [c11]Nikhil Naik, Achuta Kadambi, Christoph Rhemann, Shahram Izadi, Ramesh Raskar, Sing Bing Kang:
A light transport model for mitigating multipath interference in Time-of-flight sensors. CVPR 2015: 73-81 - [c10]Achuta Kadambi, Petros T. Boufounos:
Coded aperture compressive 3-D LIDAR. ICASSP 2015: 1166-1170 - [c9]Achuta Kadambi, Vage Taamazyan, Boxin Shi, Ramesh Raskar:
Polarized 3D: High-Quality Depth Sensing with Polarization Cues. ICCV 2015: 3370-3378 - [c8]Ayush Bhandari, Shahram Izadi, Achuta Kadambi, Ramesh Raskar, Vage Taamazyan:
Computational 3D imaging: advances in time of flight imaging. SIGGRAPH Courses 2015: 8:1 - [c7]Achuta Kadambi, Vage Taamazyan, Boxin Shi, Ramesh Raskar:
Polarized 3D: synthesis of polarization and depth cues for enhanced 3D sensing. SIGGRAPH Studio 2015: 23:1 - 2014
- [c6]Ayush Bhandari
Sparse Linear Operator identification without sparse regularization? Applications to mixed pixel problem in Time-of-Flight/Range imaging. ICASSP 2014: 365-369 - [c5]Achuta Kadambi, Ayush Bhandari
Demultiplexing illumination via low cost sensing and nanosecond coding. ICCP 2014: 1-10 - [c4]Shahram Izadi, Ayush Bhandari, Achuta Kadambi, Ramesh Raskar:
3D imaging with time of flight cameras: theory, algorithms and applications. SIGGRAPH Courses 2014: 5:1-5:254 - [c3]Amol Mahurkar, Ameya Joshi
Selective visualization of anomalies in fundus images via sparse and low rank decomposition. SIGGRAPH Posters 2014: 109:1 - 2013
- [c2]Achuta Kadambi, Refael Whyte, Ayush Bhandari, Lee V. Streeter
Customizing time of flight modulation codes to resolve mixed pixels. SIGGRAPH Posters 2013: 29 - [c1]Ayush Bhandari, Achuta Kadambi, Refael Whyte, Lee V. Streeter
Multifrequency time of flight in the context of transient renderings. SIGGRAPH Posters 2013: 46
Informal and Other Publications
- 2024
- [i30]Howard Zhang, Yunhao Ba, Ethan Yang, Rishi Upadhyay, Alex Wong, Achuta Kadambi, Yun Guo, Xueyao Xiao, Xiaoxiong Wang, Yi Li, Yi Chang, Luxin Yan, Chaochao Zheng, Luping Wang, Bin Liu, Sunder Ali Khowaja, Jiseok Yoon, Ikhyun Lee, Zhao Zhang, Yanyan Wei, Jiahuan Ren, Suiyi Zhao, Huan Zheng:
GT-Rain Single Image Deraining Challenge Report. CoRR abs/2403.12327 (2024) - [i29]Blake Gella, Howard Zhang, Rishi Upadhyay, Tiffany Chang, Nathan Wei, Matthew Waliman, Yunhao Bao, Celso de Melo, Alex Wong, Achuta Kadambi:
WeatherProof: Leveraging Language Guidance for Semantic Segmentation in Adverse Weather. CoRR abs/2403.14874 (2024) - [i28]Shijie Zhou
DreamScene360: Unconstrained Text-to-3D Scene Generation with Panoramic Gaussian Splatting. CoRR abs/2404.06903 (2024) - [i27]Vadim Ezhov, Hyoungseob Park, Zhaoyang Zhang, Rishi Upadhyay, Howard Zhang, Chethan Chinder Chandrappa, Achuta Kadambi, Yunhao Ba, Julie Dorsey, Alex Wong:
All-day Depth Completion. CoRR abs/2405.17315 (2024) - [i26]Renjie Li, Panwang Pan, Bangbang Yang, Dejia Xu, Shijie Zhou, Xuanyang Zhang, Zeming Li, Achuta Kadambi, Zhangyang Wang, Zhiwen Fan:
4K4DGen: Panoramic 4D Generation at 4K Resolution. CoRR abs/2406.13527 (2024) - [i25]Alexander Vilesov, Yuan Tian, Nader Sehatbakhsh, Achuta Kadambi:
Solutions to Deepfakes: Can Camera Hardware, Cryptography, and Deep Learning Verify Real Images? CoRR abs/2407.04169 (2024) - [i24]Kai Del Regno, Alexander Vilesov, Adnan Armouti, Anirudh Bindiganavale Harish, Selim Emir Can, Ashley Kita, Achuta Kadambi:
Thermal Imaging and Radar for Remote Sleep Monitoring of Breathing and Apnea. CoRR abs/2407.11936 (2024) - [i23]Laleh Jalilian, Daniel McDuff, Achuta Kadambi:
The Potential and Perils of Generative Artificial Intelligence for Quality Improvement and Patient Safety. CoRR abs/2407.16902 (2024) - [i22]Zhiwen Fan, Jian Zhang, Wenyan Cong, Peihao Wang, Renjie Li, Kairun Wen, Shijie Zhou, Achuta Kadambi, Zhangyang Wang, Danfei Xu, Boris Ivanovic, Marco Pavone, Yue Wang:
Large Spatial Model: End-to-end Unposed Images to Semantic 3D. CoRR abs/2410.18956 (2024) - 2023
- [i21]Daniel McDuff, Theodore Curran, Achuta Kadambi:
Synthetic Data in Healthcare. CoRR abs/2304.03243 (2023) - [i20]Alexander Vilesov, Pradyumna Chari, Achuta Kadambi:
CG3D: Compositional Generation for Text-to-3D via Gaussian Splatting. CoRR abs/2311.17907 (2023) - [i19]Haolin Xiong, Sairisheek Muttukuru, Rishi Upadhyay, Pradyumna Chari, Achuta Kadambi:
SparseGS: Real-Time 360° Sparse View Synthesis using Gaussian Splatting. CoRR abs/2312.00206 (2023) - [i18]Rishi Upadhyay, Howard Zhang, Yunhao Ba, Ethan Yang, Blake Gella, Sicheng Jiang, Alex Wong, Achuta Kadambi:
Enhancing Diffusion Models with 3D Perspective Geometry Constraints. CoRR abs/2312.00944 (2023) - [i17]Shijie Zhou
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields. CoRR abs/2312.03203 (2023) - [i16]Zhen Wang, Qiangeng Xu, Feitong Tan, Menglei Chai, Shichen Liu, Rohit Pandey, Sean Fanello, Achuta Kadambi, Yinda Zhang:
MVDD: Multi-View Depth Diffusion Models. CoRR abs/2312.04875 (2023) - [i15]Blake Gella, Howard Zhang, Rishi Upadhyay, Tiffany Chang, Matthew Waliman, Yunhao Ba, Alex Wong, Achuta Kadambi:
WeatherProof: A Paired-Dataset Approach to Semantic Segmentation in Adverse Weather. CoRR abs/2312.09534 (2023) - [i14]Pradyumna Chari, Sizhuo Ma, Daniil Ostashev, Achuta Kadambi, Gurunandan Krishnan, Jian Wang, Kfir Aberman:
Personalized Restoration via Dual-Pivot Tuning. CoRR abs/2312.17234 (2023) - 2022
- [i13]Yunhao Ba, Howard Zhang, Ethan Yang, Akira Suzuki, Arnold Pfahnl, Chethan Chinder Chandrappa, Celso de Melo, Suya You, Stefano Soatto, Alex Wong
Towards Ground Truth for Single Image Deraining. CoRR abs/2206.10779 (2022) - [i12]Pradyumna Chari, Yunhao Ba, Shreeram S. Athreya, Achuta Kadambi:
MIME: Minority Inclusion for Majority Group Enhancement of AI Performance. CoRR abs/2209.00746 (2022) - [i11]Zhen Wang, Shijie Zhou
ALTO: Alternating Latent Topologies for Implicit 3D Reconstruction. CoRR abs/2212.04096 (2022) - 2021
- [i10]Yunhao Ba, Zhen Wang, Kerim Doruk Karinca, Oyku Deniz Bozkurt, Achuta Kadambi:
Overcoming Difficulty in Obtaining Dark-skinned Subjects for Remote-PPG by Synthetic Augmentation. CoRR abs/2106.06007 (2021) - [i9]Bahram Jalali, Achuta Kadambi, Vwani P. Roychowdhury:
Physics-AI Symbiosis. CoRR abs/2109.05959 (2021) - [i8]Agastya Kalra, Guy Stoppi, Bradley Brown, Rishav Agarwal, Achuta Kadambi:
Towards Rotation Invariance in Object Detection. CoRR abs/2109.13488 (2021) - 2019
- [i7]Yunhao Ba, Rui Chen, Yiqin Wang, Lei Yan, Boxin Shi, Achuta Kadambi:
Physics-based Neural Networks for Shape from Polarization. CoRR abs/1903.10210 (2019) - [i6]Yunhao Ba, Guangyuan Zhao, Achuta Kadambi:
Blending Diverse Physical Priors with Neural Networks. CoRR abs/1910.00201 (2019) - [i5]Pradyumna Chari, Chinmay Talegaonkar, Yunhao Ba, Achuta Kadambi:
Visual Physics: Discovering Physical Laws from Videos. CoRR abs/1911.11893 (2019) - [i4]Kenichiro Tanaka, Yasuhiro Mukaigawa, Achuta Kadambi:
Enhancing Passive Non-Line-of-Sight Imaging Using Polarization Cues. CoRR abs/1911.12906 (2019) - 2016
- [i3]Vage Taamazyan, Achuta Kadambi, Ramesh Raskar:
Shape from Mixed Polarization. CoRR abs/1605.02066 (2016) - 2015
- [i2]Achuta Kadambi, Vage Taamazyan, Suren Jayasuriya, Ramesh Raskar:
Frequency Domain TOF: Encoding Object Depth in Modulation Frequency. CoRR abs/1503.01804 (2015) - 2014
- [i1]Ayush Bhandari, Achuta Kadambi, Refael Whyte, Christopher Barsi, Micha Feigin, Adrian A. Dorrington, Ramesh Raskar:
Resolving Multi-path Interference in Time-of-Flight Imaging via Modulation Frequency Diversity and Sparse Regularization. CoRR abs/1404.1116 (2014)
Coauthor Index
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