DEQ-MPI

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 PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

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

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

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

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

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.

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

Fast Neural Scene Flow (ICCV 2023)