DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention

28 May 2024

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Papers citing "DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention"

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Title
MobileI2V: Fast and High-Resolution Image-to-Video on Mobile Devices Shuai Zhang Bao Tang Siyuan Yu Yueting Zhu Jingfeng Yao Ya Zou Shanglin Yuan Li Yu Wenyu Liu Xinggang Wang DiffM VGen 169 0 0 26 Nov 2025
Attention Surgery: An Efficient Recipe to Linearize Your Video Diffusion Transformer Mohsen Ghafoorian Denis Korzhenkov A. Habibian VGen 227 2 0 29 Sep 2025
SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention Jintao Zhang Haoxu Wang Kai Jiang Shuo Yang Kaiwen Zheng ... Min Zhao Ion Stoica Joseph E. Gonzalez Jun Zhu Jianfei Chen 100 3 0 28 Sep 2025
LowDiff: Efficient Diffusion Sampling with Low-Resolution Condition Jiuyi Xu Qing Jin Meida Chen Andrew Feng Yang Sui Yangming Shi DiffM 79 0 0 18 Sep 2025
ENA: Efficient N-dimensional Attention Yibo Zhong 3DV AI4TS 88 0 0 16 Aug 2025
Rectifying Magnitude Neglect in Linear Attention Qihang Fan Huaibo Huang Yuang Ai Xiao-Yu Zhang 263 4 0 01 Jul 2025
Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse Attention Shuang Wu Youtian Lin Feihu Zhang Yifei Zeng Yikang Yang ... Jiachen Qian Siyu Zhu Xun Cao Juil Sock Yao Yao 3DGS 273 27 0 23 May 2025
REPA Works Until It Doesn't: Early-Stopped, Holistic Alignment Supercharges Diffusion Training Ziqiao Wang Wangbo Zhao Yuhao Zhou Zekai Li Zhiyuan Liang ... Pengfei Zhou Jianchao Tan Zinan Lin Kai Wang Yang You 232 6 0 22 May 2025
DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling Yuang Ai Qihang Fan Xuefeng Hu Zhenheng Yang Xiao-Yu Zhang Huaibo Huang DiffM 302 1 0 16 May 2025
ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models Guoyizhe Wei Rama Chellappa 261 2 0 30 Mar 2025
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling Yingyue Li Bencheng Liao Wenyu Liu Xinggang Wang Mamba 342 2 0 17 Mar 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation Junsong Chen Shuchen Xue Yuyang Zhao Jincheng Yu Sayak Paul Junyu Chen Han Cai Enze Xie Enze Xie VLM 500 27 0 12 Mar 2025
DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous DrivingComputer Vision and Pattern Recognition (CVPR), 2024 Bencheng Liao Shaoyu Chen Haoran Yin Bo Jiang Cheng Wang ... Xinbang Zhang Xiangyu Li Y. Zhang Qian Zhang Xinggang Wang 591 137 0 22 Nov 2024
Autoregressive Models in Vision: A Survey Jing Xiong Gongye Liu Lun Huang Chengyue Wu Taiqiang Wu ... Hao Fei Guillermo Sapiro Jiebo Luo Ping Luo Ngai Wong VGen 422 37 0 08 Nov 2024
DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image GenerationNeural Information Processing Systems (NeurIPS), 2024 Hao Phung Quan Dao T. Dao Hoang Phan Dimitris Metaxas Anh Tran Mamba 610 12 0 06 Nov 2024
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Enze Xie Junsong Chen Junyu Chen Han Cai Haotian Tang ... Zhekai Zhang Zhekai Zhang Ligeng Zhu Yaojie Lu Song Han VLM 259 180 0 14 Oct 2024
LinFusion: 1 GPU, 1 Minute, 16K Image Songhua Liu Weihao Yu Zhenxiong Tan Xinchao Wang 451 32 0 03 Sep 2024
GaussianDreamerPro: Text to Manipulable 3D Gaussians with Highly Enhanced Quality Taoran Yi Jiemin Fang Zanwei Zhou Junjie Wang Guanjun Wu Lingxi Xie Xiaopeng Zhang Wenyu Liu Xinggang Wang Qi Tian 3DGS 257 20 0 26 Jun 2024
Dimba: Transformer-Mamba Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Youqiang Zhang Junshi Huang Mamba 233 29 0 03 Jun 2024
Latte: Latent Diffusion Transformer for Video Generation Xin Ma Yaohui Wang Gengyun Jia Xinyuan Chen Ziqiang Liu Yuan-Fang Li Cunjian Chen Yu Qiao DiffM VGen 766 411 0 05 Jan 2024
DiffProtect: Generate Adversarial Examples with Diffusion Models for Facial Privacy Protection Jiang-Long Liu Chun Pong Lau Ramalingam Chellappa Yuxiang Guo Zhaoyang Wang Rama Chellappa DiffM 227 42 0 23 May 2023
Xception: Deep Learning with Depthwise Separable ConvolutionsComputer Vision and Pattern Recognition (CVPR), 2016 François Chollet MDE BDL PINN 2.5K 16,491 0 07 Oct 2016