Herman's repositories
Forge_VFM4AD
A comprehensive survey of forging vision foundation models for autonomous driving, including challenges, methodologies, and opportunities.
Awesome-VQGAN
Collect papers and codes about VQGAN in various Computer Vision tasks
awesome-world-models-for-AD
A curated list of awesome world models for autonomous driving (continually updated)
programming-learning-examples
Curated list of code examples to trace my happy programming learning journey :)
3DILG
3DILG: Irregular Latent Grids for 3D Generative Modeling
BEVDet
Official code base of the BEVDet series .
BEVFormer
[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.
CAP-UDF
[NeurIPS'2022]: Learning Consistency-Aware Unsigned Distance Functions Progressively from Raw Point Clouds
DataSharing
My private data sharing repository.
Dis-PU
Point Cloud Upsampling via Disentangled Refinement, CVPR, 2021
DSNeRF
Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)
EmbodiedScan
[CVPR 2024] EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI
FB-BEV
FB-BEV and FB-OCC are vision-centric autonomous driving perception algorithm based on forward-backward view transformation strtegies.
gensdf
Official code repository for the paper: “GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions”
OccNet
[ICCV 2023] OccNet: Scene as Occupancy
OpenScene
3D Occupancy Prediction Benchmark in Autonomous Driving
Paper-Writing-Tips
Paper Writing Tips
PortraitNet_Python3
Code for the paper "PortraitNet: Real-time portrait segmentation network for mobile device" @ CAD&Graphics2019
PU-GAN
PU-GAN: a Point Cloud Upsampling Adversarial Network, ICCV, 2019
RenderOcc
RenderOcc: Vision-Centric 3D Occupancy Prediction with 2D Rendering Supervision
ViDAR
[CVPR 2024 Highlight] Visual Point Cloud Forecasting
VQFR
ECCV2022, Oral, VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder