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Random Walks for Interactive Organ Segmentation in Two and Three Dimensions: Implementation and Validation

Leo Grady, Thomas Schiwietz, Shmuel Aharon, Rudiger Westermann

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Tags: ATI, ATI Radeon X800 XT, Computer science, Image processing, Medicine

January 15, 2011 by hgpu

Poster: CUDA-Accelerated Continuous 2D Scatterplots

Sven Bachthaler, Steffen Frey, Daniel Weiskopf

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce 8800 GTX, Visualization

January 15, 2011 by hgpu

Gradient based dominant motion estimation with integral projections for real time video stabilisation

Andrew Crawford, Anil C. Kokaram, Francois Pitie, H. Denman

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Tags: DirectX, Image processing, Motion compensation

January 15, 2011 by hgpu

Fast collision detection using the A-buffer

Han-Young Jang, JungHyun Han

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Tags: Algorithms, Collision detection, Computer science, DirectX, Games, nVidia, nVidia GeForce 8800 GTS

January 15, 2011 by hgpu

Practical CFD Simulations on Programmable Graphics Hardware using SMAC

Carlos Eduardo Scheidegger, Joao L.D. Comba, Rudnei D. Da Cunha

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Tags: Cg, Fluid dynamics, Navier-Stokes equations, NSEs, nVidia, nVidia GeForce 6800 Ultra, nVidia GeForce FX 5900, OpenGL, Package

January 14, 2011 by hgpu

Real-Time Rendering and Editing of Vector-based Terrains

Eric Bruneton, Fabrice Neyret

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Tags: 3D Graphics and Realism, Computer science, nVidia, nVidia GeForce 8800 GTS, OpenGL, Real-time graphics, Rendering

January 14, 2011 by hgpu

Dynamic Sampling and Rendering of Algebraic Point Set Surfaces

Gael Guennebaud, Marcel Germann, Markus H. Gross

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Tags: 3D Graphics and Realism, Computer science, CUDA, nVidia, nVidia GeForce 8800 GTX, OpenGL, Rendering

January 14, 2011 by hgpu

Barycentric coordinates computation in homogeneous coordinates

Vaclav Skala

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Tags: 3D Graphics and Realism, Algorithms, Cg, Computer science, HLSL

January 14, 2011 by hgpu

Real-time medical video processing, enabled by hardware accelerated correlations

Thiusius Savarimuthu, Anders Kjaer-Nielsen, Anders Sorensen

Tags: FPGA, Image processing, Image recognition, Medicine

January 14, 2011 by hgpu

Efficient spectral and pseudospectral algorithms for 3D simulations of whistler-mode waves in a plasma

Nail A. Gumerov, Alexey V. Karavaev, A. Surjalal Sharma, Xi Shao, Konstantinos D. Papadopoulos

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Tags: Algorithms, Computational Physics, nVidia, Physics, Plasma physics, Tesla C1060

January 14, 2011 by hgpu

GPU-Friendly Multi-View Stereo Reconstruction Using Surfel Representation and Graph Cuts

Ju Y. Chang, Haesol Park, In K. Park, Kyoung M. Lee, Sang U. Lee

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Tags: Computer science, Computer vision, CUDA, nVidia, Tesla C2050

January 14, 2011 by hgpu

FSAI preconditioned CG algorithm combined with GPU technique for the finite element analysis of electromagnetic scattering problems

K. Xu, D. Z. Ding, Z. H. Fan, R. S. Chen

Tags: Conjugate gradient solver, Electrodynamics, Finite element method, Sparse matrix

January 14, 2011 by hgpu

Agentic Code Optimization via Compiler-LLM Cooperation

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Device Virtual Machine (DVM)

DVM: Real-Time Kernel Generation for Dynamic AI Models

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

AutoKernel: Autonomous GPU Kernel Optimization via Iterative Agent-Driven Search

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

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high performance computing on graphics processing units: hgpu.org

Applications

Random Walks for Interactive Organ Segmentation in Two and Three Dimensions: Implementation and Validation

Poster: CUDA-Accelerated Continuous 2D Scatterplots

Gradient based dominant motion estimation with integral projections for real time video stabilisation

Fast collision detection using the A-buffer

Practical CFD Simulations on Programmable Graphics Hardware using SMAC

Real-Time Rendering and Editing of Vector-based Terrains

Dynamic Sampling and Rendering of Algebraic Point Set Surfaces

Barycentric coordinates computation in homogeneous coordinates

Real-time medical video processing, enabled by hardware accelerated correlations

Efficient spectral and pseudospectral algorithms for 3D simulations of whistler-mode waves in a plasma

GPU-Friendly Multi-View Stereo Reconstruction Using Surfel Representation and Graph Cuts

FSAI preconditioned CG algorithm combined with GPU technique for the finite element analysis of electromagnetic scattering problems

Recent source codes

Agentic Code Optimization via Compiler-LLM Cooperation

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Device Virtual Machine (DVM)

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

LLM.Q: Quantized LLM training in pure CUDA/C++

True 4-Bit Quantized CNN Training on CPU

cuFuzz: A GPU-oriented coverage-guided fuzzer for userland CUDA application

KernelSkill: A Multi-Agent Framework for GPU Kernel Optimization

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