Aryamaan Jain

PhD candidate at Inria

About Me

I am a computer science PhD candidate in the GraphDeco group at Inria, Université Côte d'Azur, advised by Dr. Guillaume Cordonnier. My research area lies in computer graphics and spans to computer vision and artificial intelligence, with a focus on the generation and reconstruction of natural scenes. I hold an integrated BTech and MS in computer science and engineering from IIIT Hyderabad.

Publications

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Pixels2Peaks: Converting Terrain Images to Heightmaps

Aryamaan Jain, James Gain, Guillaume Cordonnier

SIGGRAPH 2026 (ACM Transactions on Graphics)

Paper Appendix Code Dataset Video

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Arenite: A Physics-based Sandstone Simulator

Zhanyu Yang, Aryamaan Jain, Guillaume Cordonnier, Marie-Paule Cani, Zhaopeng Wang, Bedrich Benes

SIGGRAPH 2025 (ACM Transactions on Graphics)

Paper Video Website

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FastFlow: GPU Acceleration of Flow and Depression Routing for Landscape Simulation

Aryamaan Jain, Bernhard Kerbl, James Gain, Brandon Finley, Guillaume Cordonnier

Pacific Graphics 2024 (Computer Graphics Forum) 🏆 Best Paper Award

Paper Code Video Website

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Efficient Debris-flow Simulation for Steep Terrain Erosion

Aryamaan Jain, Bedrich Benes, Guillaume Cordonnier

SIGGRAPH 2024 (ACM Transactions on Graphics)

Paper Code Video Website

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Learning Based Infinite Terrain Generation with Level of Detailing

Aryamaan Jain, Avinash Sharma, KS Rajan

3DV 2024

Paper Code Video

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Adaptive & Multi-Resolution Procedural Infinite Terrain Generation with Diffusion Models and Perlin Noise

Aryamaan Jain, Avinash Sharma, KS Rajan

ICVGIP 2022

Paper Code Video Website

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Deep Generative Framework for Interactive 3D Terrain Authoring and Manipulation

Shanthika Naik, Aryamaan Jain, Avinash Sharma, KS Rajan

IGARSS 2022

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Fast and efficient ResNN and Genetic optimization for PVT aware performance enhancement in digital circuits

Kushagra Agarwal*, Aryamaan Jain*, Deepthi Amuru, Zia Abbas (* Equal Contribution)

VLSI-DAT 2022 🏆 Best Paper Nomination

Paper

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Automated tree generation using grammar & particle system

Aryamaan Jain, Jyoti Sunkara, Ishaan Shah, Avinash Sharma, KS Rajan

ICVGIP 2021

Paper Code Video Website