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DeepPhysicVision's Projects

occupancy_networks icon occupancy_networks

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

openstl icon openstl

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

opticsnn icon opticsnn

Neural Networks for Optical Inverse Design

rwkv-lm icon rwkv-lm

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

scatternet icon scatternet

Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks

uniad icon uniad

[CVPR 2023 Award Candidate] Planning-oriented Autonomous Driving

unitr icon unitr

[ICCV2023] Official Implementation of "UniTR: A Unified and Efficient Multi-Modal Transformer for Bird’s-Eye-View Representation"

v2x-vit icon v2x-vit

[ECCV2022] Official Implementation of paper "V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer"

voxformer icon voxformer

Official PyTorch implementation of VoxFormer [CVPR 2023 Highlight]

wavetorch icon wavetorch

🌊 Numerically solving and backpropagating through the wave equation

x-transformers icon x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

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