Pinar Yanardag

1. RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models
   2023/12/07 by Ozgur Kara, Özgür Kara, Bariscan Kurtkaya +9 · 1 voice · 34 citations
   Computer Science · #cs.CV
2. CONFORM: Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models
   2023/12/11 by Tuna Han Salih Meral, Enis Simsar, Meral, Tuna Han Salih +5 · 15 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
3. NoiseCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions in Diffusion Models
   2023/12/08 by Yusuf Dalva, Pinar Yanardag, Dalva, Yusuf +1 · 14 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
4. ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
   2025/02/06 by Alec Helbling, Helbling, Alec, Tuna Han Salih Meral +6 · 13 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
5. LoRACLR: Contrastive Adaptation for Customization of Diffusion Models
   2024/12/12 by Enis Simsar, Simsar, Enis, Thomas Hofmann +5 · 8 citations
   Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Modeling and Simulation Systems #Simulation Techniques and Applications
6. FluxSpace: Disentangled Semantic Editing in Rectified Flow Transformers
   2024/12/12 by Yusuf Dalva, Kavana Venkatesh, Dalva, Yusuf +3 · 9 citations
   Engineering · Computer Science · #Innovative Microfluidic and Catalytic Techniques Innovation #Advanced Data Storage Technologies
7. LayerFusion: Harmonized Multi-Layer Text-to-Image Generation with Generative Priors
   2024/12/05 by Yusuf Dalva, Yijun Li, Dalva, Yusuf +11 · 6 citations
   Computer Science · #Video Analysis and Summarization #Image Retrieval and Classification Techniques
8. LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of\n Interpretable Directions
   2021/04/01 by Oğuz Kaan Yüksel, Yüksel, Oğuz Kaan, Enis Simsar +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
9. StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation
   2021/12/15 by Umut Kocasarı, Alara Dirik, Kocasari, Umut +5 · 2 citations
   Computer Science · #Multimodal Machine Learning Applications #Handwritten Text Recognition Techniques #Generative Adversarial Networks and Image Synthesis
10. ORACLE: Leveraging Mutual Information for Consistent Character Generation with LoRAs in Diffusion Models
    2024/06/04 by Kiymet Akdemir, Akdemir, Kiymet, Pinar Yanardag +1 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
11. Text and Image Guided 3D Avatar Generation and Manipulation
    2022/02/12 by Zehranaz Canfes, Canfes, Zehranaz, M. Furkan Atasoy +5 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Motion and Animation #Machine Learning (cs.LG)
12. MotionFlow: Attention-Driven Motion Transfer in Video Diffusion Models
    2024/12/06 by Tuna Han Salih Meral, Meral, Tuna Han Salih, Hidir Yesiltepe +5 · 6 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Coding and Compression Technologies
13. PRIMA: Multi-Image Vision-Language Models for Reasoning Segmentation
    2024/12/19 by Muntasir Wahed, Wahed, Muntasir, Nguyen, Kiet A. +14 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
14. Contrastive Test-Time Composition of Multiple LoRA Models for Image Generation
    2024/03/28 by Tuna Han Salih Meral, Enis Simsar, Meral, Tuna Han Salih +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
15. MIST: Mitigating Intersectional Bias with Disentangled Cross-Attention Editing in Text-to-Image Diffusion Models
    2024/03/28 by Hidir Yesiltepe, Yesiltepe, Hidir, Kiymet Akdemir +3 · 3 citations
    Business, Management and Accounting · #Copyright and Intellectual Property
16. MotionShop: Zero-Shot Motion Transfer in Video Diffusion Models with Mixture of Score Guidance
    2024/12/06 by Hidir Yesiltepe, Tuna Han Salih Meral, Yesiltepe, Hidir +5 · 4 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
17. CREA: A Collaborative Multi-Agent Framework for Creative Image Editing and Generation
    2025/04/07 by Kavana Venkatesh, Connor Dunlop, Venkatesh, Kavana +3 · 3 citations
    Computer Science · #Artificial Intelligence in Games #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
18. Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models
    2024/06/20 by Matthew Zheng, Zheng, Matthew, Enis Simsar +9 · 2 citations
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #Digital Media and Visual Art #FOS: Computer and information sciences #Fashion and Cultural Textiles