no code implementations • 19 Apr 2024 • Georgios Kouros, Minye Wu, Sushruth Nagesh, Xianling Zhang, Tinne Tuytelaars
Inverse rendering aims to reconstruct the scene properties of objects solely from multiview images.
1 code implementation • 19 Aug 2023 • Shubham Shrivastava, Xianling Zhang, Sushruth Nagesh, Armin Parchami
Data imbalance is a well-known issue in the field of machine learning, attributable to the cost of data collection, the difficulty of labeling, and the geographical distribution of the data.
no code implementations • 6 Apr 2023 • Akshay Krishnan, Amit Raj, Xianling Zhang, Alexandra Carlson, Nathan Tseng, Sandhya Sridhar, Nikita Jaipuria, James Hays
Specifically, we learn a scene representation that disentangles the static background and transient elements into a world-NeRF and class-specific object-NeRFs to allow compositional synthesis of multiple objects in the scene.
no code implementations • CVPR 2022 • Xianling Zhang, Nathan Tseng, Ameerah Syed, Rohan Bhasin, Nikita Jaipuria
To the best of our knowledge, there is no prior work on scene relighting leveraging explicit geometric representations from a single image.
no code implementations • 28 Apr 2020 • Nikita Jaipuria, Xianling Zhang, Rohan Bhasin, Mayar Arafa, Punarjay Chakravarty, Shubham Shrivastava, Sagar Manglani, Vidya N. Murali
Deep Learning has seen an unprecedented increase in vision applications since the publication of large-scale object recognition datasets and introduction of scalable compute hardware.