Repurposing GANs for One-shot Semantic Part Segmentation

7 March 2021

Papers citing "Repurposing GANs for One-shot Semantic Part Segmentation"

50 / 79 papers shown

Title
DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency Mengshi Qi Pengfei Zhu X. Li Xiaoyang Bi Lu Qi Huadong Ma Ming Yang VOS VLM 42 0 0 16 Apr 2025
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning Zixuan Zheng Yilei Shi Chunlei Li Jingliang Hu Xiao Xiang Zhu Lichao Mou 43 0 0 19 Mar 2025
SMITE: Segment Me In TimE Amirhossein Alimohammadi Sauradip Nag Saeid Asgari Taghanaki Andrea Tagliasacchi Ghassan Hamarneh Ali Mahdavi-Amiri VLM VOS 87 2 0 20 Feb 2025
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation Jiayi Lin Jiabo Huang Jian Hu S. Gong DiffM VLM 30 0 0 15 Oct 2024
Linking in Style: Understanding learned features in deep learning models Maren H. Wehrheim Pamela Osuna-Vargas Matthias Kaschube GAN 19 0 0 25 Sep 2024
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views Jihoon Cho Suhyun Ahn Beomju Kim Hyungjoon Bae Xiaofeng Liu ... Kyungeun Lee Georges Elfakhri Van Wedeen Jonghye Woo Jinah Park MedIm DiffM 19 0 0 17 Jul 2024
Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model Danni Yang Ruohan Dong Jiayi Ji Yiwei Ma Haowei Wang Xiaoshuai Sun Rongrong Ji 36 3 0 07 Jul 2024
Mixing Natural and Synthetic Images for Robust Self-Supervised Representations Reza Akbarian Bafghi Nidhin Harilal C. Monteleoni M. Raissi DiffM 26 0 0 18 Jun 2024
Few-Shot Anomaly Detection via Category-Agnostic Registration Learning Chaoqin Huang Haoyan Guan Aofan Jiang Yanfeng Wang Michael W. Spratling Xinchao Wang Ya Zhang 42 0 0 13 Jun 2024
Contrastive Learning from Synthetic Audio Doppelgängers Manuel Cherep Nikhil Singh 24 1 0 09 Jun 2024
Tiny models from tiny data: Textual and null-text inversion for few-shot distillation Erik Landolsi Fredrik Kahl DiffM 53 1 0 05 Jun 2024
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing Ling Yang Bo-Wen Zeng Jiaming Liu Hong Li Minghao Xu Wentao Zhang Shuicheng Yan DiffM 32 9 0 23 May 2024
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic Segmentation Yasufumi Kawano Yoshimitsu Aoki DiffM 27 4 0 17 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
Synth $^2$ : Boosting Visual-Language Models with Synthetic Captions and Image Embeddings Sahand Sharifzadeh Christos Kaplanis Shreya Pathak D. Kumaran Anastasija Ilić Jovana Mitrović Charles Blundell Andrea Banino VLM 32 9 0 12 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 31 0 0 23 Feb 2024
Semantic Image Synthesis with Unconditional Generator Jungwoo Chae Hyunin Cho Sooyeon Go Kyungmook Choi Youngjung Uh 42 4 0 22 Feb 2024
Zero-Shot Learning for the Primitives of 3D Affordance in General Objects Hyeonwoo Kim Sookwan Han Patrick Kwon Hanbyul Joo DiffM 33 13 0 23 Jan 2024
EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models Koichi Namekata Amirmojtaba Sabour Sanja Fidler Seung Wook Kim 42 18 0 22 Jan 2024
Leveraging Open-Vocabulary Diffusion to Camouflaged Instance Segmentation Tuan-Anh Vu Duc Thanh Nguyen Qing-Wu Guo Binh-Son Hua N. Chung Ivor W. Tsang Sai-Kit Yeung DiffM 29 3 0 29 Dec 2023
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection Soopil Kim Sion An Philip Chikontwe Myeongkyun Kang Ehsan Adeli K. Pohl Sanghyun Park 19 17 0 21 Dec 2023
DemoCaricature: Democratising Caricature Generation with a Rough Sketch Dar-Yen Chen A. Bhunia Subhadeep Koley Aneeshan Sain Pinaki Nath Chowdhury Yi-Zhe Song 18 8 0 07 Dec 2023
GeNIe: Generative Hard Negative Images Through Diffusion Soroush Abbasi Koohpayegani Anuj Singh K. Navaneet Hadi Jamali Rad Hamed Pirsiavash VLM DiffM 21 4 0 05 Dec 2023
Exploiting Diffusion Prior for Generalizable Dense Prediction Hsin-Ying Lee Hung-Yu Tseng Hsin-Ying Lee Ming-Hsuan Yang DiffM MDE 21 18 0 30 Nov 2023
Learning Part Segmentation from Synthetic Animals Jiawei Peng Ju He Prakhar Kaushik Zihao Xiao Jiteng Mu Alan L. Yuille 18 1 0 30 Nov 2023
Exploring Attribute Variations in Style-based GANs using Diffusion Models Rishubh Parihar Prasanna Balaji Raghav Magazine Sarthak Vora Tejan Karmali Varun Jampani R. V. Babu DiffM 25 1 0 27 Nov 2023
Harnessing Synthetic Datasets: The Role of Shape Bias in Deep Neural Network Generalization Elior Benarous Sotiris Anagnostidis Luca Biggio Thomas Hofmann 16 3 0 10 Nov 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 25 18 0 03 Oct 2023
Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic Segmentation Quang H. Nguyen T. Vu Anh Tran Kim Dan Nguyen DiffM 17 83 0 25 Sep 2023
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained Recognition Oindrila Saha Subhransu Maji SSL 22 2 0 25 Sep 2023
SLiMe: Segment Like Me Aliasghar Khani Saeid Asgari Taghanaki Aditya Sanghi Ali Mahdavi-Amiri Ghassan Hamarneh VLM 18 29 0 06 Sep 2023
PartSeg: Few-shot Part Segmentation via Part-aware Prompt Learning M. Han Heliang Zheng Chaoyue Wang Yong Luo Han Hu Jing Zhang Yonggang Wen VLM 14 3 0 24 Aug 2023
CHORUS: Learning Canonicalized 3D Human-Object Spatial Relations from Unbounded Synthesized Images Sookwan Han Hanbyul Joo 14 14 0 23 Aug 2023
Towards Open-World Segmentation of Parts Tai-Yu Pan Qing Liu Wei-Lun Chao Brian L. Price OCL 24 14 0 26 May 2023
Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation Lisa Dunlap Alyssa Umino Han Zhang Jiezhi Yang Joseph E. Gonzalez Trevor Darrell DiffM 20 70 0 25 May 2023
Progressive Learning of 3D Reconstruction Network from 2D GAN Data Aysegül Dündar Jun Gao Andrew Tao Bryan Catanzaro 3DV 27 13 0 18 May 2023
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold Xingang Pan A. Tewari Thomas Leimkuhler Lingjie Liu Abhimitra Meka Christian Theobalt DiffM 46 233 0 18 May 2023
Controllable Visual-Tactile Synthesis Ruihan Gao Wenzhen Yuan Jun-Yan Zhu DiffM 22 5 0 04 May 2023
Real-Time Radiance Fields for Single-Image Portrait View Synthesis Alex Trevithick Matthew Chan Michael Stengel E. R. Chan Chao Liu Zhiding Yu S. Khamis Manmohan Chandraker R. Ramamoorthi Koki Nagano 3DH 65 62 0 03 May 2023
Synthetic Data from Diffusion Models Improves ImageNet Classification Shekoofeh Azizi Simon Kornblith Chitwan Saharia Mohammad Norouzi David J. Fleet VLM DiffM 15 288 0 17 Apr 2023
Few Shot Semantic Segmentation: a review of methodologies, benchmarks, and open challenges Nicolás Catalano Matteo Matteucci VLM 21 3 0 12 Apr 2023
ForamViT-GAN: Exploring New Paradigms in Deep Learning for Micropaleontological Image Analysis Ivan Ferreira-Chacua A. Koeshidayatullah 22 2 0 09 Apr 2023
Few-shot Geometry-Aware Keypoint Localization Xingzhe He Gaurav Bharaj D. Ferman Helge Rhodin Pablo Garrido 3DPC 26 10 0 30 Mar 2023
LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation K. Pnvr Bharat Singh P. Ghosh Behjat Siddiquie David Jacobs DiffM 22 29 0 22 Mar 2023
Distribution Aligned Diffusion and Prototype-guided network for Unsupervised Domain Adaptive Segmentation Haipeng Zhou Lei Zhu Yuyin Zhou DiffM MedIm 13 1 0 22 Mar 2023
Instance-Conditioned GAN Data Augmentation for Representation Learning Pietro Astolfi Arantxa Casanova Jakob Verbeek Pascal Vincent Adriana Romero Soriano M. Drozdzal 16 6 0 16 Mar 2023
Interpreting Hidden Semantics in the Intermediate Layers of 3D Point Cloud Classification Neural Network Weiquan Liu Minghao Liu Shijun Zheng Cheng-i Wang 3DPC 11 3 0 12 Mar 2023
Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN Images Ankit V. Manerikar A. Kak VLM 10 2 0 10 Mar 2023
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models Jiarui Xu Sifei Liu Arash Vahdat Wonmin Byeon Xiaolong Wang Shalini De Mello VLM 209 318 0 08 Mar 2023
DEff-GAN: Diverse Attribute Transfer for Few-Shot Image Synthesis Rajiv Kumar G. Sivakumar 21 1 0 28 Feb 2023