Nandita Vijaykumar
9 papers · 2017–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Computer Vision
(5)
Deep Learning
(5)
Analysis
(5)
Machine Learning
(3)
Architectures
(3)
Computer Science
(2)
Application Areas · Machine Learning
(2)
Applications
(2)
Models
(2)
Optimization & Theory
(2)
Processing
(2)
Artificial Intelligence
(1)
Application Areas · Deep Learning
(1)
Core AI
(1)
Generation
(1)
Keywords
neural rendering
(3)
memory efficiency
(2)
3d gaussian splatting
(2)
3d reconstruction
(2)
communication efficiency
(1)
synchronous parallel
(1)
implicit neural representation
(1)
differentiable rendering
(1)
neural radiance field
(1)
novel view synthesis
(1)
indoor scene
(1)
video diffusion model
(1)
image embedding
(1)
view synthesis
(1)
specular reflection
(1)
multi-layer perceptron
(1)
inverse rendering
(1)
bundle adjustment
(1)
multi-view reconstruction
(1)
image relighting
(1)
Papers
LuxRemix: Lighting Decomposition and Remixing for Indoor Scenes
CVPR 2026
MERG3R: A Divide-and-Conquer Approach to Large-Scale Neural Visual Geometry
CVPR 2026
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