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 computer vision

2025

[Paper Review]Diffusion Models Beat GANs on Image Synthesis(ADM-G) 02-28
[Paper Review]High-Resolution Image Synthesis with Latent Diffusion Models(LDM) 02-17
[Paper Review]Denoising Diffusion Implicit Models(DDIM) 02-13
[Paper Review]Denoising Diffusion Probabilistic Models(DDPM) 01-15

2024

[Paper Review]Multimodal Machine Learning: A Survey and Taxonomy 08-29
[Paper Review]Training data-efficient image transformers & distillation through attention(DeiT) 08-18
[Paper Review]AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE(ViT) 07-31
[Paper Review]Attention Is All You Need 07-24
[Paper Review]Fast R-CNN 07-17
[Paper Review]Rich feature hierarchies for accurate object detection and semantic segmentation 07-10
[Paper Review]DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution,and Fully Connected CRFs(DeepLab V2) 07-06
[Paper Review]Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs(DeepLab V1) 05-30
[Paper Review]Convolutional Networks for Biomedical Image Segmentation(UNet) 05-17
[Paper Review]Fully Convolutional Networks for Semantic Segmentation(FCN) & Implement 04-14
[DL]Image Segmentation 3 04-04
[DL]Image Segmentation 2 04-02
[DL]Image Segmentation 1 03-20