Vijaykumar, Nandita

9 publications

ICCV 2025 ContraGS: Codebook-Condensed and Trainable Gaussian Splatting for Fast, Memory-Efficient Reconstruction Sankeerth Durvasula, Sharanshangar Muhunthan, Zain Moustafa, Richard Chen, Ruofan Liang, Yushi Guan, Nilesh Ahuja, Nilesh Jain, Selvakumar Panneer, Nandita Vijaykumar

ICLRW 2025 DEQuify Your Force Field: More Efficient Simulations Using Deep Equilibrium Models Andreas Burger, Luca Thiede, Alan Aspuru-Guzik, Nandita Vijaykumar

CVPR 2025 Diffusion Renderer: Neural Inverse and Forward Rendering with Video Diffusion Models Ruofan Liang, Zan Gojcic, Huan Ling, Jacob Munkberg, Jon Hasselgren, Chih-Hao Lin, Jun Gao, Alexander Keller, Nandita Vijaykumar, Sanja Fidler, Zian Wang

NeurIPS 2025 LuxDiT: Lighting Estimation with Video Diffusion Transformer Ruofan Liang, Kai He, Zan Gojcic, Igor Gilitschenski, Sanja Fidler, Nandita Vijaykumar, Zian Wang

ICLR 2025 Retri3D: 3D Neural Graphics Representation Retrieval Yushi Guan, Daniel Kwan, Jean Sebastien Dandurand, Xi Yan, Ruofan Liang, Yuxuan Zhang, Nilesh Jain, Nilesh Ahuja, Selvakumar Panneer, Nandita Vijaykumar

NeurIPS 2025 UniRelight: Learning Joint Decomposition and Synthesis for Video Relighting Kai He, Ruofan Liang, Jacob Munkberg, Jon Hasselgren, Nandita Vijaykumar, Alexander Keller, Sanja Fidler, Igor Gilitschenski, Zan Gojcic, Zian Wang

ECCV 2024 Photorealistic Object Insertion with Diffusion-Guided Inverse Rendering Ruofan Liang, Zan Gojcic, Merlin Nimier-David, David Acuna, Nandita Vijaykumar, Sanja Fidler, Zian Wang

ICCV 2023 ENVIDR: Implicit Differentiable Renderer with Neural Environment Lighting Ruofan Liang, Huiting Chen, Chunlin Li, Fan Chen, Selvakumar Panneer, Nandita Vijaykumar

ICLR 2022 CoordX: Accelerating Implicit Neural Representation with a Split MLP Architecture Ruofan Liang, Hongyi Sun, Nandita Vijaykumar