Generating Images with Sparse Representations

5 March 2021

Papers citing "Generating Images with Sparse Representations"

50 / 149 papers shown

Title
DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention Lianghui Zhu Zilong Huang Bencheng Liao Jun Hao Liew Hanshu Yan Jiashi Feng Xinggang Wang 70 13 0 28 May 2024
Diffusion Rejection Sampling Byeonghu Na Yeongmin Kim Minsang Park DongHyeok Shin Wanmo Kang Il-Chul Moon 46 2 0 28 May 2024
PTQ4DiT: Post-training Quantization for Diffusion Transformers Junyi Wu Haoxuan Wang Yuzhang Shang Mubarak Shah Yan Yan MQ 33 19 0 25 May 2024
Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation Shentong Mo Yapeng Tian Mamba 73 16 0 24 May 2024
Lumina-T2X: Transforming Text into Any Modality, Resolution, and Duration via Flow-based Large Diffusion Transformers Peng Gao Le Zhuo Ziyi Lin Ruoyi Du Xu Luo ... Weicai Ye He Tong Jingwen He Yu Qiao Hongsheng Li VGen 37 83 0 09 May 2024
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Junshi Huang 40 24 0 06 Apr 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 44 4 0 31 Mar 2024
SD-DiT: Unleashing the Power of Self-supervised Discrimination in Diffusion Transformer Rui Zhu Yingwei Pan Yehao Li Ting Yao Zhenglong Sun Tao Mei C. Chen 50 24 0 25 Mar 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation Aysim Toker Marvin Eisenberger Daniel Cremers Laura Leal-Taixé DiffM 32 20 0 25 Mar 2024
Ultra-High-Resolution Image Synthesis with Pyramid Diffusion Model Jiajie Yang 40 0 0 19 Mar 2024
HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data Mengqi Zhang Yang Fu Zheng Ding Sifei Liu Zhuowen Tu Xiaolong Wang 38 17 0 18 Mar 2024
A survey of synthetic data augmentation methods in computer vision A. Mumuni F. Mumuni N. K. Gerrar 36 19 0 15 Mar 2024
SphereDiffusion: Spherical Geometry-Aware Distortion Resilient Diffusion Model Tao Wu Xuewei Li Zhongang Qi Di Hu Xintao Wang Ying Shan Xi Li 38 5 0 15 Mar 2024
VisionLLaMA: A Unified LLaMA Backbone for Vision Tasks Xiangxiang Chu Jianlin Su Bo-Wen Zhang Chunhua Shen MLLM 44 10 0 01 Mar 2024
Label-efficient multi-organ segmentation with a diffusion model Yongzhi Huang Jinxin Zhu Haseeb Hassan Liyilei Su Jingyu Li Binding Huang Yun Peng Jingyu Li Jun Ma Bingding Huang DiffM MedIm 36 0 0 23 Feb 2024
Scalable Diffusion Models with State Space Backbone Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 62 34 0 08 Feb 2024
QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning Haoxuan Wang Yuzhang Shang Zhihang Yuan Junyi Wu Yan Yan DiffM MQ 11 28 0 06 Feb 2024
Bring Metric Functions into Diffusion Models Jie An Zhengyuan Yang Jianfeng Wang Linjie Li Zicheng Liu Lijuan Wang Jiebo Luo DiffM 42 3 0 04 Jan 2024
Compensation Sampling for Improved Convergence in Diffusion Models Hui Lu A. A. Salah Ronald Poppe 40 1 0 11 Dec 2023
Harnessing Discrete Representations For Continual Reinforcement Learning Edan Meyer Adam White Marlos C. Machado OffRL 33 4 0 02 Dec 2023
Diffusion Models Without Attention Jing Nathan Yan Jiatao Gu Alexander M. Rush 29 61 0 30 Nov 2023
The Challenges of Image Generation Models in Generating Multi-Component Images Tham Yik Foong Shashank Kotyan Poyuan Mao Danilo Vasconcellos Vargas EGVM 52 1 0 22 Nov 2023
Lightweight Diffusion Models with Distillation-Based Block Neural Architecture Search Siao Tang Xin Wang Hong Chen Chaoyu Guan Yansong Tang Wenwu Zhu 31 3 0 08 Nov 2023
Improving Denoising Diffusion Models via Simultaneous Estimation of Image and Noise Zhenkai Zhang Krista A. Ehinger Tom Drummond DiffM 36 0 0 26 Oct 2023
Towards More Accurate Diffusion Model Acceleration with A Timestep Aligner Mengfei Xia Yujun Shen Changsong Lei Yu Zhou Ran Yi Deli Zhao Wenping Wang Yong-jin Liu 24 5 0 14 Oct 2023
Dynamic Spectrum Mixer for Visual Recognition Zhiqiang Hu Tao Yu 30 3 0 13 Sep 2023
Elucidating the solution space of extended reverse-time SDE for diffusion models Qinpeng Cui Xinyi Zhang Zongqing Lu Qingmin Liao DiffM 35 5 0 12 Sep 2023
Relay Diffusion: Unifying diffusion process across resolutions for image synthesis Jiayan Teng Wendi Zheng Ming Ding Wenyi Hong Jianqiao Wangni Zhuoyi Yang Jie Tang DiffM 34 41 0 04 Sep 2023
Learning Modulated Transformation in GANs Ceyuan Yang Qihang Zhang Yinghao Xu Jiapeng Zhu Yujun Shen Bo Dai 22 1 0 29 Aug 2023
JPEG Quantized Coefficient Recovery via DCT Domain Spatial-Frequential Transformer Ming-Yan Ouyang Zhenzhong Chen MQ 27 1 0 17 Aug 2023
Patched Denoising Diffusion Models For High-Resolution Image Synthesis Zheng Ding Mengqi Zhang Jiajun Wu Z. Tu DiffM 25 33 0 02 Aug 2023
Image Captions are Natural Prompts for Text-to-Image Models Shiye Lei Hao Chen Senyang Zhang Bo-Lu Zhao Dacheng Tao VLM 29 19 0 17 Jul 2023
PanoDiffusion: 360-degree Panorama Outpainting via Diffusion Tianhao Wu Chuanxia Zheng Tat-Jen Cham DiffM 36 18 0 06 Jul 2023
A VAE Approach to Sample Multivariate Extremes N. Lafon Philippe Naveau Ronan Fablet 21 5 0 19 Jun 2023
Fast Training of Diffusion Models with Masked Transformers Hongkai Zheng Weili Nie Arash Vahdat Anima Anandkumar DiffM 39 68 0 15 Jun 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models G. Stein Jesse C. Cresswell Rasa Hosseinzadeh Yi Sui Brendan Leigh Ross Valentin Villecroze Zhaoyan Liu Anthony L. Caterini J. E. T. Taylor G. Loaiza-Ganem EGVM 33 95 0 07 Jun 2023
GAT-GAN : A Graph-Attention-based Time-Series Generative Adversarial Network Srikrishna Iyer Teck-Hou Teng AI4TS 16 1 0 03 Jun 2023
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation Mengqi Huang Zhendong Mao Quang Wang Yongdong Zhang VGen DiffM 68 21 0 23 May 2023
Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization Mengqi Huang Zhendong Mao Zhuowei Chen Yongdong Zhang MQ 35 35 0 19 May 2023
PTQD: Accurate Post-Training Quantization for Diffusion Models Yefei He Luping Liu Jing Liu Weijia Wu Hong Zhou Bohan Zhuang DiffM MQ 30 103 0 18 May 2023
Synthesizing PET images from High-field and Ultra-high-field MR images Using Joint Diffusion Attention Model Taofeng Xie Chentao Cao Zhuoxu Cui Yu Guo Caiying Wu ... Dong Liang Qiyu Jin Hongwu Zeng Guoqing Chen Haifeng Wang DiffM MedIm 28 10 0 06 May 2023
LayoutDM: Transformer-based Diffusion Model for Layout Generation Shang Chai Liansheng Zhuang Feng Yan DiffM 34 53 0 04 May 2023
CamDiff: Camouflage Image Augmentation via Diffusion Model Xuejiao Luo Shuo Wang Zongwei Wu Christos Sakaridis Yun Cheng Deng-Ping Fan Luc Van Gool DiffM 34 19 0 11 Apr 2023
Binary Latent Diffusion Ze Wang Jiang Wang Zicheng Liu Qiang Qiu 29 13 0 10 Apr 2023
Real-time 6K Image Rescaling with Rate-distortion Optimization Chenyang Qi Xin Yang Ka Leong Cheng Ying-Cong Chen Qifeng Chen 26 9 0 03 Apr 2023
MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer Shanghua Gao Pan Zhou Mingg-Ming Cheng Shuicheng Yan DiffM 145 155 0 25 Mar 2023
Polynomial Implicit Neural Representations For Large Diverse Datasets Rajhans Singh Ankita Shukla P. Turaga AI4CE 33 24 0 20 Mar 2023
On Calibrating Diffusion Probabilistic Models Tianyu Pang Cheng Lu Chao Du Min-Bin Lin Shuicheng Yan Zhijie Deng DiffM 38 2 0 21 Feb 2023
Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels Zebin You Yong Zhong Fan Bao Jiacheng Sun Chongxuan Li Jun Zhu DiffM VLM 206 36 0 21 Feb 2023
Q-Diffusion: Quantizing Diffusion Models Xiuyu Li Yijia Liu Long Lian Hua Yang Zhen Dong Daniel Kang Shanghang Zhang Kurt Keutzer DiffM MQ 38 152 0 08 Feb 2023