ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection

20 October 2023

Papers citing "ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection"

30 / 30 papers shown

Title
Automated Learning of Semantic Embedding Representations for Diffusion Models Limai Jiang Yunpeng Cai DiffM 23 0 0 09 May 2025
RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs Zhongzhan Huang Guoming Ling Vincent S. Liang Yupei Lin Yandong Chen Shanshan Zhong Hefeng Wu Liang Lin LRM 54 2 0 08 Mar 2025
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Kaihao Zhang Ting Chen VLM DiffM 29 0 0 12 Nov 2024
Improving Domain Generalization in Self-supervised Monocular Depth Estimation via Stabilized Adversarial Training Yuanqi Yao Gang Wu Kui Jiang Siao Liu Jian Kuai Xianming Liu Junjun Jiang MDE 32 1 0 04 Nov 2024
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion Emiel Hoogeboom Thomas Mensink Jonathan Heek Kay Lamerigts Ruiqi Gao Tim Salimans 52 6 0 25 Oct 2024
DISCO: Efficient Diffusion Solver for Large-Scale Combinatorial Optimization Problems Kexiong Yu Hang Zhao Yuhang Huang Renjiao Yi Kai Xu Chenyang Zhu 33 0 0 28 Jun 2024
Understanding Hallucinations in Diffusion Models through Mode Interpolation Sumukh K. Aithal Pratyush Maini Zachary Chase Lipton J. Zico Kolter DiffM 40 18 0 13 Jun 2024
AnimateZoo: Zero-shot Video Generation of Cross-Species Animation via Subject Alignment Yuanfeng Xu Yuhao Chen Zhongzhan Huang Zijian He Guangrun Wang Philip H. S. Torr Liang Lin VGen 20 1 0 07 Apr 2024
An Intermediate Fusion ViT Enables Efficient Text-Image Alignment in Diffusion Models Zizhao Hu Shaochong Jia Mohammad Rostami 33 1 0 25 Mar 2024
ZigMa: A DiT-style Zigzag Mamba Diffusion Model Vincent Tao Hu S. A. Baumann Ming Gui Olga Grebenkova Pingchuan Ma Johannes S. Fischer Bjorn Ommer 35 42 0 20 Mar 2024
The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling Jiajun Ma Shuchen Xue Tianyang Hu Wenjia Wang Zhaoqiang Liu Zhenguo Li Zhi-Ming Ma Kenji Kawaguchi 35 5 0 23 Feb 2024
Mirror Gradient: Towards Robust Multimodal Recommender Systems via Exploring Flat Local Minima Shan Zhong Zhongzhan Huang Daifeng Li Wushao Wen Jinghui Qin Liang Lin 11 12 0 17 Feb 2024
nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space Model Haifan Gong Luoyao Kang Yitao Wang Xiang Wan Haofeng Li Mamba 25 31 0 05 Feb 2024
Make-A-Shape: a Ten-Million-scale 3D Shape Model Ka-Hei Hui Aditya Sanghi Arianna Rampini Kamal Rahimi Malekshan Zhengzhe Liu Hooman Shayani Chi-Wing Fu DiffM 16 15 0 20 Jan 2024
SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing Zeyinzi Jiang Chaojie Mao Yulin Pan Zhen Han Jingfeng Zhang 14 28 0 18 Dec 2023
Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation Shan Zhong Zhongzhan Huang Shanghua Gao Wushao Wen Liang Lin Marinka Zitnik Pan Zhou LLMAG LRM 14 34 0 05 Dec 2023
ASR: Attention-alike Structural Re-parameterization Shan Zhong Zhongzhan Huang Wushao Wen Jinghui Qin Liang Lin 17 6 0 13 Apr 2023
MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer Shanghua Gao Pan Zhou Mingg-Ming Cheng Shuicheng Yan DiffM 137 155 0 25 Mar 2023
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale Fan Bao Shen Nie Kaiwen Xue Chongxuan Li Shiliang Pu Yaole Wang Gang Yue Yue Cao Hang Su Jun Zhu DiffM 199 147 0 12 Mar 2023
KBNet: Kernel Basis Network for Image Restoration Y. Zhang Dasong Li Xiaoyu Shi Dailan He Kangning Song Xiaogang Wang Hongwei Qin Hongsheng Li 91 55 0 06 Mar 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 198 35 0 21 Feb 2023
Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models Jiale Xu Xintao Wang Weihao Cheng Yan-Pei Cao Ying Shan Xiaohu Qie Shenghua Gao 177 161 0 28 Dec 2022
A Generic Shared Attention Mechanism for Various Backbone Neural Networks Zhongzhan Huang Senwei Liang Mingfu Liang Liang Lin 15 6 0 27 Oct 2022
Switchable Self-attention Module Shan Zhong Wushao Wen Jinghui Qin 11 7 0 13 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 188 1,098 0 10 Sep 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 211 1,330 0 24 Jan 2022
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 119 1,420 0 04 Feb 2021
Stable ResNet Soufiane Hayou Eugenio Clerico Bo He George Deligiannidis Arnaud Doucet Judith Rousseau ODL SSeg 46 50 0 24 Oct 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014