Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model

Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model

16 August 2022

Papers citing "Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model"

13 / 13 papers shown

Title
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification Jiachen Li Xiaojin Gong DiffM 84 0 0 10 Feb 2025
Pretrained Reversible Generation as Unsupervised Visual Representation Learning Rongkun Xue Jinouwen Zhang Yazhe Niu Dazhong Shen Bingqi Ma Yu Liu Jing Yang 77 0 0 29 Nov 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think Sihyun Yu Sangkyung Kwak Huiwon Jang Jongheon Jeong Jonathan Huang Jinwoo Shin Saining Xie OCL 73 64 0 09 Oct 2024
Lateralization MLP: A Simple Brain-inspired Architecture for Diffusion Zizhao Hu Mohammad Rostami 34 0 0 25 May 2024
DiffiT: Diffusion Vision Transformers for Image Generation Ali Hatamizadeh Jiaming Song Guilin Liu Jan Kautz Arash Vahdat 31 66 0 04 Dec 2023
DiffuVolume: Diffusion Model for Volume based Stereo Matching Dian Zheng Xiao-Ming Wu Zuhao Liu Jingke Meng Weixin Zheng DiffM 16 13 0 30 Aug 2023
Masked Diffusion Models Are Fast Distribution Learners Jiachen Lei Qinglong Wang Pengyu Cheng Zhongjie Ba Zhan Qin Zhibo Wang Zhenguang Liu Kui Ren DiffM 29 2 0 20 Jun 2023
Towards understanding neural collapse in supervised contrastive learning with the information bottleneck method Siwei Wang S. Palmer 26 2 0 19 May 2023
Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey S. Dubey Satish Kumar Singh ViT 38 33 0 17 Feb 2023
Exploring Vision Transformers as Diffusion Learners He Cao Jianan Wang Tianhe Ren Xianbiao Qi Yihao Chen Yuan Yao L. Zhang 44 10 0 28 Dec 2022
Efficient Diffusion Models for Vision: A Survey Anwaar Ulhaq Naveed Akhtar MedIm 32 60 0 07 Oct 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 224 1,304 0 02 Sep 2022
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,982 0 09 Feb 2021