Learned representation-guided diffusion models for large-image generation

12 December 2023

Papers citing "Learned representation-guided diffusion models for large-image generation"

22 / 22 papers shown

Title
Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges Yuan Zhang Xinfeng Zhang Xiaoming Qi Xinyu Wu Feng Chen Guanyu Yang Huazhu Fu MedIm LM&MA AI4CE 22 0 0 16 May 2025
PathSegDiff: Pathology Segmentation using Diffusion model representations Sachin Kumar Danisetty Alexandros Graikos Srikar Yellapragada Dimitris Samaras MedIm 19 0 0 09 Apr 2025
GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology S. Kapse Pushpak Pati Srikar Yellapragada Srijan Das Rajarsi R. Gupta Joel H. Saltz Dimitris Samaras Prateek Prasanna VLM 48 0 0 01 Apr 2025
NFIG: Autoregressive Image Generation with Next-Frequency Prediction Zhihao Huang Xi Qiu Yukuo Ma Yifu Zhou Chi Zhang Xuelong Li VLM 63 1 0 10 Mar 2025
PathoPainter: Augmenting Histopathology Segmentation via Tumor-aware Inpainting Hong Liu Haosen Yang Evi M. C. Huijben Mark Schuiveling Ruisheng Su J. Pluim M. Veta MedIm 53 1 0 06 Mar 2025
Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment Minh-Quan Le Gaurav Mittal Tianjian Meng A S M Iftekhar Vishwas Suryanarayanan Barun Patra Dimitris Samaras Mei Chen DiffM 65 0 0 07 Feb 2025
Gen-SIS: Generative Self-augmentation Improves Self-supervised Learning Varun Belagali Srikar Yellapragada Alexandros Graikos S. Kapse Zilinghan Li Tarak Nandi Ravi K. Madduri Prateek Prasanna Joel H. Saltz Dimitris Samaras DiffM 77 1 0 02 Dec 2024
Comparative Analysis of Diffusion Generative Models in Computational Pathology Denisha Thakkar Vincent Quoc-Huy Trinh Sonal Varma Samira Ebrahimi Kahou Hassan Rivaz Mahdi S. Hosseini MedIm 77 1 0 24 Nov 2024
AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation Datao Tang Xiangyong Cao Xuan Wu Jialin Li Jing Yao Xueru Bai Deyu Meng Yin Li Deyu Meng DiffM 80 6 0 23 Nov 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun Chen Siwei Lyu Can Wang VLM 45 5 0 28 Sep 2024
Histo-Diffusion: A Diffusion Super-Resolution Method for Digital Pathology with Comprehensive Quality Assessment Xuan Xu S. Kapse Prateek Prasanna MedIm 31 2 0 27 Aug 2024
Cost-effective Instruction Learning for Pathology Vision and Language Analysis Kaitao Chen Mianxin Liu Fang Yan Lei Ma Xiaoming Shi ... Xiaosong Wang Lifeng Zhu Zhe Wang Mu Zhou Shaoting Zhang 44 4 0 25 Jul 2024
$$\infty$-Brush: Controllable Large Image Synthesis with Diffusion Models in Infinite Dimensions$ $\infty$ -Brush: Controllable Large Image Synthesis with Diffusion Models in Infinite Dimensions Minh-Quan Le Alexandros Graikos Srikar Yellapragada Rajarsi R. Gupta Joel H. Saltz Dimitris Samaras 39 9 0 20 Jul 2024
Diffusion-Refined VQA Annotations for Semi-Supervised Gaze Following Qiaomu Miao Alexandros Graikos Jingwei Zhang Sounak Mondal Minh Hoai Dimitris Samaras 35 0 0 04 Jun 2024
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives Yidan Liu Jun Yue Shaobo Xia Pedram Ghamisi Weiying Xie Leyuan Fang DiffM 42 12 0 13 Apr 2024
ElasticDiffusion: Training-free Arbitrary Size Image Generation through Global-Local Content Separation Moayed Haji-Ali Guha Balakrishnan Vicente Ordonez 48 24 0 30 Nov 2023
Generating Progressive Images from Pathological Transitions via Diffusion Model Zeyu Liu Tianyi Zhang Yufang He Yun Feng Yu Zhao Guanglei Zhang MedIm 22 2 0 21 Nov 2023
Quilt-1M: One Million Image-Text Pairs for Histopathology Wisdom O. Ikezogwo M. S. Seyfioglu Fatemeh Ghezloo Dylan Stefan Chan Geva Fatwir Sheikh Mohammed Pavan Kumar Anand Ranjay Krishna Linda G. Shapiro CLIP VLM 139 114 0 20 Jun 2023
Text-Only Training for Image Captioning using Noise-Injected CLIP David Nukrai Ron Mokady Amir Globerson VLM CLIP 60 94 0 01 Nov 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 392 4,137 0 28 Jan 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,785 0 29 Apr 2021
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 296 39,198 0 01 Sep 2014