implicit-neural-representation

Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun

A Unified Framework for Surface Reconstruction

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

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

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

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

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

Real-time Neural Signed Distance Fields for Robot Perception

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

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

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

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

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

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

Local Texture Estimator for Implicit Representation Function, in CVPR 2022

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.

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

Official code of VolRecon (CVPR 2023)

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.

[ICRA2023] Efficient Implicit Neural Reconstruction Using LiDAR