Stars
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Official Code for DragGAN (SIGGRAPH 2023)
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Generative Models by Stability AI
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复
InstantID: Zero-shot Identity-Preserving Generation in Seconds 🔥
An open source implementation of CLIP.
PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
[ICLR 2024] SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction
Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
LaVie: High-Quality Video Generation with Cascaded Latent Diffusion Models
Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning
Code for "Latent ODEs for Irregularly-Sampled Time Series" paper
Vision-Language Pre-training for Image Captioning and Question Answering
[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".
Data and Code for Program of Thoughts (TMLR 2023)
Code and model release for the paper "Task-aware Retrieval with Instructions" by Asai et al.
[ACM TOMM 2023] - Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features
[ICCV 2023] - Zero-shot Composed Image Retrieval with Textual Inversion