Nandita Vijaykumar
7 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (8) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(11)
Conferences
ICCV (2)
ICLR (2)
CVPR (1)
ECCV (1)
NSDI (1)
Top co-authors
Keywords
neural rendering
(2)
bayesian inference
(1)
distributed learning
(1)
gaussian splatting
(1)
communication efficiency
(1)
synchronous parallel
(1)
memory efficiency
(1)
differentiable rendering
(1)
video diffusion model
(1)
specular reflection
(1)
inverse rendering
(1)
forward rendering
(1)
g-buffer estimation
(1)
wide area network
(1)
environment lighting
(1)
geo-distributed machine learning
(1)
codebook compression
(1)
3d reconstruction
(1)
sdf-based surface model
(1)
Papers
ContraGS: Codebook-Condensed and Trainable Gaussian Splatting for Fast, Memory-Efficient Reconstruction
ICCV 2025
Diffusion Renderer: Neural Inverse and Forward Rendering with Video Diffusion Models
CVPR 2025
Retri3D: 3D Neural Graphics Representation Retrieval
ICLR 2025
Photorealistic Object Insertion with Diffusion-Guided Inverse Rendering
ECCV 2024
ENVIDR: Implicit Differentiable Renderer with Neural Environment Lighting
ICCV 2023
CoordX: Accelerating Implicit Neural Representation with a Split MLP Architecture
ICLR 2022
Gaia: Geo-Distributed Machine Learning Approaching LAN Speeds
NSDI 2017