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implicit-neural-representation

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autonomousvision /sdfstudio

A Unified Framework for Surface Reconstruction

pytorch surface-reconstruction sdf nerf 3d-reconstruction implicit-neural-representation multi-view-reconstruction

UpdatedJul 11, 2024
Python

Awesome-Implicit-NeRF-Robotics

zubair-irshad /Awesome-Implicit-NeRF-Robotics

A comprehensive list of Implicit Representations and NeRF papers relating to Robotics/RL domain, including papers, codes, and related websites

computer-vision deep-learning robotics navigation dynamics planning manipulation slam nerf pose-estimation 3d-computer-vision 6d-pose-estimation neural-radiance-fields implicit-neural-representation implicit-representations

UpdatedJul 12, 2025

yinboc /liif

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

machine-learning pytorch super-resolution implicit-neural-representation

UpdatedAug 21, 2021
Python

autonomousvision /monosdf

[NeurIPS'22] MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction

surface-reconstruction sdf 3d-reconstruction implicit-neural-representation scene-representations multi-view-reconstruction multi-resolution-grids

UpdatedMay 7, 2023
Python

PRBonn /PIN_SLAM

📍PIN-SLAM: LiDAR SLAM Using a Point-Based Implicit Neural Representation for Achieving Global Map Consistency [TRO' 24]

robotics slam 3d-mapping implicit-neural-representation

UpdatedSep 26, 2025
Python

PRBonn /SHINE_mapping

🌟 SHINE-Mapping: Large-Scale 3D Mapping Using Sparse Hierarchical Implicit Neural Representations (ICRA 2023)

robotics 3d-mapping implicit-neural-representation

UpdatedJan 5, 2024
Python

facebookresearch /iSDF

Real-time Neural Signed Distance Fields for Robot Perception

real-time mapping signed-distance-field nerf neural-fields robot-perception implicit-neural-representation

UpdatedFeb 14, 2023
Python

salesforce /DeepTime

PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)

deep-learning time-series forecasting meta-learning time-series-forecasting time-series-regression implicit-neural-representation

UpdatedMay 1, 2025
Python

zubair-irshad /NeO-360

Pytorch code for ICCV'23 paper. NEO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes

computer-vision deep-learning artificial-intelligence neural-networks convolutional-neural-networks reconstruction autonomous-driving autonomous-vehicles residual-networks nerf 3d 3d-vision differentiable-rendering neural-fields novel-view-synthesis neural-rendering neural-radiance-fields implicit-neural-representation

UpdatedJul 4, 2025
Python

shivangi-aneja /FaceTalk

[CVPR 2024] FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head Models

facial-animation speech-driven diffusion-models 3d-facial-animation talking-head implicit-neural-representation talking-face-generation speech-driven-talking-face cvpr2024

UpdatedMar 17, 2024
Shell

xmindflow /Awesome-Implicit-Neural-Representations-in-Medical-imaging

[ICCV 2023] A curated list of resources on implicit neural representations in Medical Imaging

compression deep-learning rendering medical medical-imaging registration synthesis segmentation reconstruction nerf medical-image-registration medical-image-synthesis medical-image-segmentation inr neural-rendering implicit-neural-representation medical-image-reconstruction

UpdatedDec 6, 2023

zubair-irshad /shapo

Pytorch code for ECCV'22 paper. ShAPO: Implicit Representations for Multi-Object Shape, Appearance and Pose Optimization

computer-vision deep-learning robotics optimization pytorch signed-distance-functions texture-synthesis pose-estimation 3d-vision shape-reconstruction 3d-computer-vision 3d-detection neural-fields scene-understanding 6dof-pose implicit-representions implicit-neural-representation

UpdatedJun 27, 2024
Python

jaewon-lee-b /lte

Local Texture Estimator for Implicit Representation Function, in CVPR 2022

machine-learning deep-learning image-processing super-resolution fourier-analysis image-restoration implicit-neural-representation

UpdatedOct 20, 2023
Jupyter Notebook

sihyun-yu /digan

[ICLR'22] Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks

gan video-generation inr implicit-neural-representation

UpdatedMar 13, 2023
Python

anton-jeran /FAST-RIR

This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.

deep-learning neural-network speech impulse-response generative-adversarial-network automatic-speech-recognition rir augmentation acoustics room-impulse-response synthetic-data conditional-generation diffuse-scattering implicit-neural-representation

UpdatedJul 24, 2024
Python

yinboc /trans-inr

Transformers as Meta-Learners for Implicit Neural Representations, in ECCV 2022

machine-learning pytorch transformer meta-learning implicit-neural-representation

UpdatedAug 13, 2022
Python

IVRL /VolRecon

Official code of VolRecon (CVPR 2023)

volume-rendering multi-view-stereo 3d-reconstruction 3dvision implicit-neural-representation

UpdatedApr 30, 2024
Python

anton-jeran /MESH2IR

This is the official implementation of our mesh-based neural network (MESH2IR) to generate acoustic impulse responses (IRs) for indoor 3D scenes represented using a mesh.

mesh-networks mesh impulse-response gan rir acoustics room-impulse-response graph-neural-networks room-impulse-responses implicit-neural-representation

UpdatedJul 24, 2024
Python

daviddmc /NeSVoR

NeSVoR is a package for GPU-accelerated slice-to-volume reconstruction.

deep-learning neural-network image-reconstruction transformers pytorch mri medical-imaging segmentation super-resolution image-registration nerf 3d-reconstruction 3d-visualization neural-rendering implicit-neural-representation

UpdatedJul 10, 2023
Python

CVL-UESTC /FR-INR

CVPR 2024-Improved Implicit Neural Representation with Fourier Reparameterized Training

machine-learning deep-learning novel-view-synthesis training-dynamics implicit-neural-representation

UpdatedMay 23, 2025
Python

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