Scalable Diffusion Models with Transformers

19 December 2022

Papers citing "Scalable Diffusion Models with Transformers"

50 / 463 papers shown

Title
Margin-aware Preference Optimization for Aligning Diffusion Models without Reference Jiwoo Hong Sayak Paul Noah Lee Kashif Rasul James Thorne Jongheon Jeong 43 13 0 10 Jun 2024
CLoG: Benchmarking Continual Learning of Image Generation Models Haotian Zhang Junting Zhou Haowei Lin Hang Ye Jianhua Zhu Zihao Wang Liangcai Gao Yizhou Wang Yitao Liang DiffM VLM 31 0 0 07 Jun 2024
ReDistill: Residual Encoded Distillation for Peak Memory Reduction of CNNs Fang Chen Gourav Datta Mujahid Al Rafi Hyeran Jeon Meng Tang 93 1 0 06 Jun 2024
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data Jingyang Ou Shen Nie Kaiwen Xue Fengqi Zhu Jiacheng Sun Zhenguo Li Chongxuan Li DiffM 41 29 0 06 Jun 2024
Inv-Adapter: ID Customization Generation via Image Inversion and Lightweight Adapter Peng-Fei Xing Ning Wang Jianbo Ouyang Zechao Li DiffM 41 1 0 05 Jun 2024
Learning Image Priors through Patch-based Diffusion Models for Solving Inverse Problems Jason Hu Bowen Song Xiaojian Xu Liyue Shen Jeffrey A. Fessler MedIm DiffM 46 8 0 04 Jun 2024
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation Tianchen Zhao Tongcheng Fang Haofeng Huang Enshu Liu Widyadewi Soedarmadji ... Shengen Yan Huazhong Yang Xuefei Ning Xuefei Ning Yu Wang MQ VGen 109 25 0 04 Jun 2024
Stochastic Optimal Control for Diffusion Bridges in Function Spaces Byoungwoo Park Jungwon Choi Sungbin Lim Juho Lee 50 3 0 31 May 2024
OccSora: 4D Occupancy Generation Models as World Simulators for Autonomous Driving Lening Wang Wenzhao Zheng Yilong Ren Han Jiang Zhiyong Cui Haiyang Yu Jiwen Lu VGen 40 28 0 30 May 2024
RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection Zhiyuan He Pin-Yu Chen Tsung-Yi Ho 36 12 0 30 May 2024
Don't drop your samples! Coherence-aware training benefits Conditional diffusion Nicolas Dufour Victor Besnier Vicky Kalogeiton David Picard DiffM 51 2 0 30 May 2024
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability Shenyuan Gao Jiazhi Yang Li Chen Kashyap Chitta Yihang Qiu Andreas Geiger Jun Zhang Hongyang Li 65 75 0 27 May 2024
CoCoGesture: Toward Coherent Co-speech 3D Gesture Generation in the Wild Xingqun Qi Hengyuan Zhang Yatian Wang J. Pan Chen Liu ... Qixun Zhang Shanghang Zhang Wenhan Luo Qifeng Liu Qi-fei Liu DiffM SLR 110 5 0 27 May 2024
Ensembling Diffusion Models via Adaptive Feature Aggregation Cong Wang Kuan Tian Yonghang Guan Jun Zhang Zhiwei Jiang Fei Shen Xiao Han 42 5 0 27 May 2024
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training Kai Wang Yukun Zhou Mingjia Shi Zhihang Yuan Yuzhang Shang Yuzhang Shang Hanwang Zhang Hanwang Zhang Yang You 68 10 0 27 May 2024
Glauber Generative Model: Discrete Diffusion Models via Binary Classification Harshit Varma Dheeraj M. Nagaraj Karthikeyan Shanmugam VLM 64 2 0 27 May 2024
Categorical Flow Matching on Statistical Manifolds Chaoran Cheng Jiahan Li Jian-wei Peng Ge Liu 61 10 0 26 May 2024
Lateralization MLP: A Simple Brain-inspired Architecture for Diffusion Zizhao Hu Mohammad Rostami 34 0 0 25 May 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models Seyedmorteza Sadat Jakob Buhmann Derek Bradley Otmar Hilliges Romann M. Weber 49 9 0 23 May 2024
TerDiT: Ternary Diffusion Models with Transformers Xudong Lu Aojun Zhou Ziyi Lin Qi Liu Yuhui Xu Renrui Zhang Yafei Wen Shuai Ren Peng Gao Junchi Yan MQ 50 2 0 23 May 2024
Text-to-Model: Text-Conditioned Neural Network Diffusion for Train-Once-for-All Personalization Zexi Li Lingzhi Gao Chao Wu AI4CE DiffM 55 3 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 80 42 0 23 May 2024
Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models Yongxin Guo Zhenglin Cheng Xiaoying Tang Tao R. Lin Tao Lin MoE 62 7 0 23 May 2024
Customize Your Own Paired Data via Few-shot Way Jinshu Chen Bingchuan Li Miao Hua Panpan Xu Qian He DiffM 39 0 0 21 May 2024
CCDM: Continuous Conditional Diffusion Models for Image Generation Xin Ding Member Ieee Yongwei Wang Kao Zhang F. I. Z. Jane Wang DiffM 19 3 0 06 May 2024
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation Yupeng Zhou Daquan Zhou Ming-Ming Cheng Jiashi Feng Qibin Hou DiffM VGen 40 88 0 02 May 2024
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models Qinghe Wang Baolu Li Xiaomin Li Bing Cao Liqian Ma Huchuan Lu Xu Jia DiffM 42 6 0 24 Apr 2024
X-Ray: A Sequential 3D Representation For Generation Tao Hu Wenhang Ge Yuyang Zhao Gim Hee Lee MedIm 24 4 0 22 Apr 2024
Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think Haotian Xue Yongxin Chen DiffM AAML 43 3 0 20 Apr 2024
SparseDM: Toward Sparse Efficient Diffusion Models Kafeng Wang Jianfei Chen He Li Zhenpeng Mi Jun-Jie Zhu DiffM 65 8 0 16 Apr 2024
Move Anything with Layered Scene Diffusion Jiawei Ren Mengmeng Xu Jui-Chieh Wu Ziwei Liu Tao Xiang Antoine Toisoul 29 9 0 10 Apr 2024
YaART: Yet Another ART Rendering Technology Sergey Kastryulin Artem Konev Alexander Shishenya Eugene Lyapustin Artem Khurshudov ... Dmitrii Kornilov Mikhail Romanov Artem Babenko Sergei Ovcharenko Valentin Khrulkov EGVM 35 1 0 08 Apr 2024
Latent-based Diffusion Model for Long-tailed Recognition Pengxiao Han Changkun Ye Jieming Zhou Jing Zhang Jie Hong Xuesong Li 48 4 0 06 Apr 2024
Faster Diffusion via Temporal Attention Decomposition Haozhe Liu Wentian Zhang Jinheng Xie Francesco Faccio Mengmeng Xu Tao Xiang Mike Zheng Shou Juan-Manuel Perez-Rua Jürgen Schmidhuber DiffM 67 19 0 03 Apr 2024
WcDT: World-centric Diffusion Transformer for Traffic Scene Generation Chen Yang Aaron Xuxiang Tian Dong Chen Tianyu Shi Arsalan Heydarian Tianyu Shi Arsalan Heydarian Pei Liu 56 8 0 02 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 39 4 0 31 Mar 2024
Diffusion Models are Geometry Critics: Single Image 3D Editing Using Pre-Trained Diffusion Priors Ruicheng Wang Jianfeng Xiang Jiaolong Yang Xin Tong DiffM 34 4 0 18 Mar 2024
Denoising Task Difficulty-based Curriculum for Training Diffusion Models Jin-Young Kim Hyojun Go Soonwoo Kwon Hyun-Gyoon Kim DiffM 54 6 0 15 Mar 2024
Explore In-Context Segmentation via Latent Diffusion Models Chaoyang Wang Xiangtai Li Henghui Ding Lu Qi Jiangning Zhang Yunhai Tong Chen Change Loy Shuicheng Yan DiffM 63 6 0 14 Mar 2024
DialogGen: Multi-modal Interactive Dialogue System for Multi-turn Text-to-Image Generation Minbin Huang Yanxin Long Xinchi Deng Ruihang Chu Jiangfeng Xiong Xiaodan Liang Hong Cheng Qinglin Lu Wei Liu MLLM EGVM 65 8 0 13 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 91 1,068 0 05 Mar 2024
UniVS: Unified and Universal Video Segmentation with Prompts as Queries Ming-hui Li Shuai Li Xindong Zhang Lei Zhang VOS 44 16 0 28 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Cameras as Rays: Pose Estimation via Ray Diffusion Jason Y. Zhang Amy Lin Moneish Kumar Tzu-Hsuan Yang Deva Ramanan Shubham Tulsiani DiffM 29 54 0 22 Feb 2024
Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators Benedikt Alkin Andreas Fürst Simon Schmid Lukas Gruber Markus Holzleitner Johannes Brandstetter PINN AI4CE 45 8 0 19 Feb 2024
S $Ω$ I: Score-based O-INFORMATION Estimation Mustapha Bounoua Giulio Franzese Pietro Michiardi 21 1 0 08 Feb 2024
Implicit Diffusion: Efficient Optimization through Stochastic Sampling Pierre Marion Anna Korba Peter Bartlett Mathieu Blondel Valentin De Bortoli Arnaud Doucet Felipe Llinares-López Courtney Paquette Quentin Berthet 76 12 0 08 Feb 2024
DiffsFormer: A Diffusion Transformer on Stock Factor Augmentation Yuan Gao Haokun Chen Xiang Wang Zhicai Wang Xue Wang Jinyang Gao Bolin Ding 40 6 0 05 Feb 2024
Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations Bhishma Dedhia N. Jha OCL 48 1 0 02 Feb 2024
Deconstructing Denoising Diffusion Models for Self-Supervised Learning Xinlei Chen Zhuang Liu Saining Xie Kaiming He DiffM 35 54 0 25 Jan 2024