ML/DL
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
[ICML'21] Estimate the accuracy of the classifier in various environments through self-supervision
Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention
[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
Introduction and scripts for the paper "PartImageNet: A Large, High-Quality Dataset of Parts" (Ju He, Shuo Yang, Shaokang Yang, Adam Kortylewski, Xiaoding Yuan, Jie-Neng Chen, Shuai Liu, Cheng Yang…
An index of algorithms for learning causality with data
The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
About Code release for "Flowformer: Linearizing Transformers with Conservation Flows" (ICML 2022), https://arxiv.org/pdf/2202.06258.pdf
Recent Transformer-based CV and related works.
A curated list of resources for Learning with Noisy Labels
☁️ Build multimodal AI applications with cloud-native stack
[CVPR 2022 Oral] Code release for "Causality Inspired Representation Learning for Domain Generalization"
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
DALL·E Mini - Generate images from a text prompt
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
A collection of resources and papers on Diffusion Models
[CVPR 2022] Official PyTorch Implementation for DiffusionCLIP: Text-guided Image Manipulation Using Diffusion Models