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Potamoi: Accelerating Neural Rendering via a Unified Streaming Architecture

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-34372-9_14openalex-snapshot
Image-Based rendering
inferredcites →https://doi.org/10.1007/978-3-031-19824-3_20openalex-snapshot
TensoRF: Tensorial Radiance Fields
inferredcites →https://doi.org/10.1007/s41095-024-0436-yopenalex-snapshot
Recent advances in 3D Gaussian splatting
inferredcites →https://doi.org/10.1016/c2013-0-15557-2openalex-snapshot
Physically Based Rendering: From Theory to Implementation
inferredcites →https://doi.org/10.1016/j.vlsi.2017.02.002openalex-snapshot
Scaling equations for the accurate prediction of CMOS device performance from 180 nm to 7 nm
inferredcites →https://doi.org/10.1109/38.511openalex-snapshot
Display of surfaces from volume data
inferredcites →https://doi.org/10.1109/cvpr.2019.00255openalex-snapshot
Inverse Path Tracing for Joint Material and Lighting Estimation
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00466openalex-snapshot
IBRNet: Learning Multi-View Image-Based Rendering
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00538openalex-snapshot
Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00539openalex-snapshot
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01256openalex-snapshot
EfficientNeRF - Efficient Neural Radiance Fields
inferredcites →https://doi.org/10.1109/cvpr52729.2023.01590openalex-snapshot
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
inferredcites →https://doi.org/10.1109/cvpr52733.2024.02052openalex-snapshot
Compact 3D Gaussian Representation for Radiance Field
inferredcites →https://doi.org/10.1109/hpca51647.2021.00018openalex-snapshot
SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning
inferredcites →https://doi.org/10.1109/hpca56546.2023.10071018openalex-snapshot
Chimera: An Analytical Optimizing Framework for Effective Compute-intensive Operators Fusion
inferredcites →https://doi.org/10.1109/iccv48922.2021.00570openalex-snapshot
PlenOctrees for Real-time Rendering of Neural Radiance Fields
inferredcites →https://doi.org/10.1109/iccv48922.2021.00582openalex-snapshot
Baking Neural Radiance Fields for Real-Time View Synthesis
inferredcites →https://doi.org/10.1109/iiswc53511.2021.00029openalex-snapshot
Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators
inferredcites →https://doi.org/10.1109/iros45743.2020.9341071openalex-snapshot
Real-Time Spatio-Temporal LiDAR Point Cloud Compression
inferredcites →https://doi.org/10.1109/isca.2018.00051openalex-snapshot
EVA²: Exploiting Temporal Redundancy in Live Computer Vision
inferredcites →https://doi.org/10.1109/isca.2018.00052openalex-snapshot
Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision
inferredcites →https://doi.org/10.1109/isca59077.2024.00096openalex-snapshot
Cicero: Addressing Algorithmic and Architectural Bottlenecks in Neural Rendering by Radiance Warping and Memory Optimizations
inferredcites →https://doi.org/10.1109/iscas51556.2021.9401196openalex-snapshot
DeepScaleTool: A Tool for the Accurate Estimation of Technology Scaling in the Deep-Submicron Era
inferredcites →https://doi.org/10.1109/ispass.2009.4919636openalex-snapshot
GARNET: A detailed on-chip network model inside a full-system simulator
inferredcites →https://doi.org/10.1109/isscc42614.2022.9731584openalex-snapshot
Augmented Reality - The Next Frontier of Image Sensors and Compute Systems
inferredcites →https://doi.org/10.1109/jssc.2023.3291871openalex-snapshot
MetaVRain: A Mobile Neural 3-D Rendering Processor With Bundle-Frame-Familiarity-Based NeRF Acceleration and Hybrid DNN Computing
inferredcites →https://doi.org/10.1109/mc.1993.274942openalex-snapshot
Volume graphics
inferredcites →https://doi.org/10.1109/mcg.2003.1159614openalex-snapshot
Streaming scenes to MPEG-4 video-enabled devices
inferredcites →https://doi.org/10.1109/micro50266.2020.00063openalex-snapshot
VR-DANN: Real-Time Video Recognition via Decoder-Assisted Neural Network Acceleration
inferredcites →https://doi.org/10.1109/micro50266.2020.00087openalex-snapshot
Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation
inferredcites →https://doi.org/10.1109/rt.2008.4634622openalex-snapshot
Coherent ray tracing via stream filtering
inferredcites →https://doi.org/10.1111/1467-8659.00494openalex-snapshot
Streaming of Complex 3D Scenes for Remote Walkthroughs
inferredcites →https://doi.org/10.1111/j.1467-8659.2012.03073.xopenalex-snapshot
Improving Data Locality for Efficient In‐Core Path Tracing
inferredcites →https://doi.org/10.1145/1572769openalex-snapshot
Proceedings of the Conference on High Performance Graphics 2009
inferredcites →https://doi.org/10.1145/2000064.2000112openalex-snapshot
Kilo-NOC
inferredcites →https://doi.org/10.1145/2499370.2462176openalex-snapshot
Halide
inferredcites →https://doi.org/10.1145/2508363.2508377openalex-snapshot
Inverse volume rendering with material dictionaries
inferredcites →https://doi.org/10.1145/258734.258791openalex-snapshot
Rendering complex scenes with memory-coherent ray tracing
inferredcites →https://doi.org/10.1145/2906388.2906418openalex-snapshot
FlashBack
inferredcites →https://doi.org/10.1145/3072959.3073599openalex-snapshot
Tanks and temples
inferredcites →https://doi.org/10.1145/3079856.3080246openalex-snapshot
In-Datacenter Performance Analysis of a Tensor Processing Unit
inferredcites →https://doi.org/10.1145/3104067openalex-snapshot
Toward Real-Time Ray Tracing
inferredcites →https://doi.org/10.1145/3105762.3105771openalex-snapshot
Dual streaming for hardware-accelerated ray tracing
inferredcites →https://doi.org/10.1145/3140659.3080256openalex-snapshot
Plasticine
inferredcites →https://doi.org/10.1145/3272127.3275087openalex-snapshot
Shading atlas streaming
inferredcites →https://doi.org/10.1145/3307650.3322264openalex-snapshot
Energy-efficient video processing for virtual reality
inferredcites →https://doi.org/10.1145/3352460.3358253openalex-snapshot
ASV
inferredcites →https://doi.org/10.1145/3470496.3527395openalex-snapshot
Crescent
inferredcites →https://doi.org/10.1145/3503250openalex-snapshot
NeRF
inferredcites →https://doi.org/10.1145/3508352.3549380openalex-snapshot
RT-NeRF
inferredcites →https://doi.org/10.1145/3528223.3530127openalex-snapshot
Instant neural graphics primitives with a multiresolution hash encoding
inferredcites →https://doi.org/10.1145/3550454.3555505openalex-snapshot
ICARUS
inferredcites →https://doi.org/10.1145/3579371.3589056openalex-snapshot
NeuRex: A Case for Neural Rendering Acceleration
inferredcites →https://doi.org/10.1145/3579371.3589085openalex-snapshot
Hardware Acceleration of Neural Graphics
inferredcites →https://doi.org/10.1145/3579371.3589109openalex-snapshot
Gen-NeRF: Efficient and Generalizable Neural Radiance Fields via Algorithm-Hardware Co-Design
inferredcites →https://doi.org/10.1145/3579371.3589115openalex-snapshot
Instant-3D: Instant Neural Radiance Field Training Towards On-Device AR/VR 3D Reconstruction
inferredcites →https://doi.org/10.1145/3592433openalex-snapshot
3D Gaussian Splatting for Real-Time Radiance Field Rendering
inferredcites →https://doi.org/10.1145/3596711.3596759openalex-snapshot
Light Field Rendering
inferredcites →https://doi.org/10.1145/3596711.3596760openalex-snapshot
The Lumigraph
inferredcites →https://doi.org/10.1145/3613424.3623792openalex-snapshot
TileFlow: A Framework for Modeling Fusion Dataflow via Tree-based Analysis
inferredcites →https://doi.org/10.1145/3620665.3640360openalex-snapshot
JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping
inferredcites →https://doi.org/10.1145/3620666.3651385openalex-snapshot
GSCore: Efficient Radiance Field Rendering via Architectural Support for 3D Gaussian Splatting
inferredcites →https://doi.org/10.1145/3807511openalex-snapshot
A Survey on 3D Gaussian Splatting
inferredcites →https://doi.org/10.2312/eggh/hpg10/113-122openalex-snapshot
Architecture Considerations for Tracing Incoherent Rays
inferredcites →https://doi.org/10.48550/arxiv.2305.04296openalex-snapshot
HashCC: Lightweight Method to Improve the Quality of the Camera-less NeRF Scene Generation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1109/dac63849.2025.11132470openalex-snapshot
STREAMINGGS: Voxel-Based Streaming 3D Gaussian Splatting with Memory Optimization and Architectural Support
inferred← citeshttps://doi.org/10.1109/hpca68181.2026.11408505openalex-snapshot
SPLATONIC: Architectural Support for 3D Gaussian Splatting SLAM via Sparse Processing
inferred← citeshttps://doi.org/10.1109/iccad66269.2025.11240828openalex-snapshot
SLTarch: Towards Scalable Point-Based Neural Rendering by Taming Workload Imbalance and Memory Irregularity
inferred← citeshttps://doi.org/10.1109/iccad66269.2025.11240950openalex-snapshot
No Redundancy, No Stall: Lightweight Streaming 3D Gaussian Splatting for Real-time Rendering
inferred← citeshttps://doi.org/10.1109/isca66397.2026.00124openalex-snapshot
NeRArch-Sim: A Unified Simulator for Benchmarking and DSE of Neural Rendering Accelerators
inferred← citeshttps://doi.org/10.1109/mc.2025.3594818openalex-snapshot
Hardware Race for Scalable Real-Time 3D Neural Reconstruction and Rendering
inferred← citeshttps://doi.org/10.1145/3676641.3716021openalex-snapshot
StreamGrid: Streaming Point Cloud Analytics via Compulsory Splitting and Deterministic Termination
inferred← citeshttps://doi.org/10.1145/3695053.3731003openalex-snapshot
Lumina: Real-Time Neural Rendering by Exploiting Computational Redundancy
inferred← citeshttps://doi.org/10.1145/3757377.3763851openalex-snapshot
PowerGS: Display-Rendering Power Co-Optimization for Neural Rendering in Power-Constrained XR Systems
inferred← citeshttps://doi.org/10.1145/3779212.3790190openalex-snapshot
Nebula: Infinite-Scale 3D Gaussian Splatting in VR via Collaborative Rendering and Accelerated Stereo Rasterization
inferred← citeshttps://doi.org/10.1145/3845618openalex-snapshot
UniC: A Unified Automotive Cockpit Domain Management System for Enhanced In-vehicle Infotainment
inferred← citeshttps://doi.org/10.1186/s42492-025-00210-0openalex-snapshot
Text-to-3D scene generation framework: bridging textual descriptions to high-fidelity 3D scenes
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