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

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

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

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.

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

[ICRA2023] Efficient Implicit Neural Reconstruction Using LiDAR

Official source code for "Graph Neural Networks for Learning Equivariant Representations of Neural Networks". In ICLR 2024 (oral).

Official PyTorch implementation of Scalable Neural Video Representations with Learnable Positional Features (NeurIPS 2022).

Fast Neural Scene Flow (ICCV 2023)