Segmentation in Style: Unsupervised Semantic Image Segmentation with Stylegan and CLIP

26 July 2021

Nassir Navab

Papers citing "Segmentation in Style: Unsupervised Semantic Image Segmentation with Stylegan and CLIP"

23 / 23 papers shown

Title
Contrastive Abstraction for Reinforcement Learning Vihang Patil M. Hofmarcher Elisabeth Rumetshofer Sepp Hochreiter OffRL SSL 24 2 0 01 Oct 2024
Linking in Style: Understanding learned features in deep learning models Maren H. Wehrheim Pamela Osuna-Vargas Matthias Kaschube GAN 24 0 0 25 Sep 2024
3DStyleGLIP: Part-Tailored Text-Guided 3D Neural Stylization Seung-bum Chung Joohyun Park Hyewon Kan Hyeongyeop Kang CLIP 29 1 0 03 Apr 2024
Spectral Prompt Tuning:Unveiling Unseen Classes for Zero-Shot Semantic Segmentation Wenhao Xu Rongtao Xu Changwei Wang Shibiao Xu Li Guo Man Zhang Xiaopeng Zhang VLM 28 10 0 20 Dec 2023
TextCLIP: Text-Guided Face Image Generation And Manipulation Without Adversarial Training Xiaozhou You Jian Zhang CLIP VLM 15 0 0 21 Sep 2023
Domain-Scalable Unpaired Image Translation via Latent Space Anchoring Siyu Huang Jie An D. Wei Zudi Lin Jiebo Luo Hanspeter Pfister 36 2 0 26 Jun 2023
What does CLIP know about a red circle? Visual prompt engineering for VLMs Aleksandar Shtedritski Christian Rupprecht Andrea Vedaldi VLM MLLM 24 140 0 13 Apr 2023
CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model Dingkang Liang Jiahao Xie Zhikang Zou Xiaoqing Ye Wei Xu Xiang Bai SSL CLIP VLM 24 52 0 09 Apr 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
Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN Images Ankit V. Manerikar A. Kak VLM 16 2 0 10 Mar 2023
CoralStyleCLIP: Co-optimized Region and Layer Selection for Image Editing Ambareesh Revanur Debraj Basu Shradha Agrawal Dhwanit Agarwal Deepak Pai 29 7 0 09 Mar 2023
Renderable Neural Radiance Map for Visual Navigation Obin Kwon Jeongho Park Songhwai Oh 22 56 0 01 Mar 2023
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 19 167 0 07 Dec 2022
Open-world Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding Quan Liu Youpeng Wen Jianhua Han Chunjing Xu Hang Xu Xiaodan Liang VLM 8 67 0 18 Jul 2022
BiOcularGAN: Bimodal Synthesis and Annotation of Ocular Images Darian Tomašević Peter Peer Vitomir Štruc 13 2 0 03 May 2022
Fantastic Style Channels and Where to Find Them: A Submodular Framework for Discovering Diverse Directions in GANs Enis Simsar Umut Kocasari Ezgi Gulperi Er Pinar Yanardag 27 3 0 16 Mar 2022
LAFITE: Towards Language-Free Training for Text-to-Image Generation Yufan Zhou Ruiyi Zhang Changyou Chen Chunyuan Li Chris Tensmeyer Tong Yu Jiuxiang Gu Jinhui Xu Tong Sun VLM 21 162 0 27 Nov 2021
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP Andreas Fürst Elisabeth Rumetshofer Johannes Lehner Viet-Hung Tran Fei Tang ... David P. Kreil Michael K Kopp G. Klambauer Angela Bitto-Nemling Sepp Hochreiter VLM CLIP 199 102 0 21 Oct 2021
CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation Aditya Sanghi Hang Chu Joseph G. Lambourne Ye Wang Chin-Yi Cheng Marco Fumero Kamal Rahimi Malekshan CLIP 33 289 0 06 Oct 2021
Repurposing GANs for One-shot Semantic Part Segmentation Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 26 108 0 07 Mar 2021
StyleGAN2 Distillation for Feed-forward Image Manipulation Yuri Viazovetskyi V. Ivashkin Evgenii Kashin 156 134 0 07 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,344 0 12 Dec 2018
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 273 10,214 0 16 Nov 2016