Yujin Wang's Projects
Code for the paper "Contrastive Clustering" (AAAI 2021)
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries
Code for ALBEF: a new vision-language pre-training method
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CLIP + FFT/DWT/RGB = text to image/video
This is a PyTorch implementation of the paper "Attribute Prototype Network for Zero-Shot Learning".
Large-Scale Bidirectional Training for Zero-Shot Image Captioning
Codes for the CVPR 2021 paper: Contrastive Embedding for Generalized Zero-Shot Learning
Pytorch implementation of the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization"
Examples of playing with Circle Loss from the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization", CVPR 2020.
Contrastive Language-Image Pretraining
An official implementation for "CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval"
Simple image captioning model
Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22)
Learning to Prompt for Vision-Language Models.
CVPR 2021 论文和开源项目合集
Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention accepted @ CVPR20
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
The Simplest DCGAN Implementation
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Deep OCR for recent project
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Rethinking Knowledge Graph Propagation for Zero-Shot Learning, in CVPR 2019
华为digix算法大赛2020机器学习赛道-ctr预估初赛/决赛rank1