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Pointcept: a codebase for point cloud perception research. Latest works: PTv3 (CVPR'24 Oral), PPT (CVPR'24), OA-CNNs (CVPR'24), MSC (CVPR'23)
Official repository for paper "MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement"
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
Material Anything: Generating Materials for Any 3D Object via Diffusion
[NeurIPS 2024] Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image
[AAAI'24] NeuSurf: On-Surface Priors for Neural Surface Reconstruction from Sparse Input Views
Official repo for paper "Structured 3D Latents for Scalable and Versatile 3D Generation".
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
[CVPR 2024] Shadows Don’t Lie and Lines Can’t Bend! Generative Models don’t know Projective Geometry...for now
[WACV2025] implementation of StrDA: https://arxiv.org/abs/2410.09913
A PyTorch implementation of DTrOCR: Decoder-only Transformer for Optical Character Recognition
Official implementation of the paper Plan2Scene.
Gaduation Project: Residential Floor Plan Generation Using Deep Learning Techniques
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
A playbook for systematically maximizing the performance of deep learning models.
Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
[ECCV 2024] FRI-Net: Floorplan Reconstruction via Room-wise Implicit Representation
HouseExpo: A Large-scale 2D Indoor Layout Dataset
An open-source RAG-based tool for chatting with your documents.
A PyTorch implementation of "Real-time Scene Text Detection with Differentiable Binarization".
ModelScope: bring the notion of Model-as-a-Service to life.
PyTorch implementation of "LayoutTransformer: Layout Generation and Completion with Self-attention" to appear in ICCV 2021
Our CVPR 2022 paper, iPLAN: Interactive and Procedural Layout Planning