Seminar

Our team atmosphere is very positive and harmonious,we always keep communication and learn from each other to improve together.We hold weekly seminars to share our members' recent research progress and discuss cutting-edge research on machine learning and computer vision.

Date
Presenter
Topic or paper
2022.11.29
Weixin Ye
Haoyu Wang
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection(slides)
Grounded Language-Image Pre-training(GLIP)(slides)
2022.11.22
Zixiang Li
Yikang He
Haoyu Wang
DDPM & DDIM(slides)
Survey on 3D face reconstruction(slides)
Survey on small object detection(slides)
2022.11.15
Zixiang Li
Yikang He
Haoyu Wang
Training of Diffusion Model and Guided Diffusion(slides)
Progress report of GAN(slides)
ConvNext and progress report(slides)
2022.11.10
Bin Wu
Chi Zhang
Denoising Diffusion Probabilistic Models(slides)
On the importance of initialization and momentum in deep learning(slides)
2022.11.08
Haoyu Wang
Yikang He
Zixiang Li
Swin Transformer(slides)
Progress report of GAN(slides)
Mathematical derivation of diffusion model(slides)
2022.11.01
Bin Wu
Chi Zhang
Zixiang Li
Yikang He
Haoyu Wang
Tricks for model fine-tuning and migration learning on pytorch(slides)
CIFAR-10 Classification using VGG,ResNet,GoogLeNet(slides)
You Look Only Once(YOLO)v1,v2,v3(slides)
StyleGANv1,v2,v3 overview(slides)
Classical deep learning based image segmentation algorithms: UNet,PSPNet,DeepLab(slides)