ES
Enis Simsar
cs.CVcs.LGcs.AIDeep LearningImaging, Three-DimensionalTomography, X-Ray Computed
On Valency
published · living versionsW_phdsmpgb·v1 · currentpublished
Continual Concept Personalization in Diffusion Models via Residual-Space Adaptation
with Yuzhi Liu, Giulia Lanzillotta, Thomas Hofmann
1 version
Preprints & journals
30 papers in the corpus · 2021–2026Continual Concept Personalization in Diffusion Models via Residual-Space Adaptation2610.28567v1 · Yuzhi Liu, Enis Simsar, Giulia Lanzillotta et al.2026 · 0 citationsarXivon Valency
UnStep: Training-Free Acceleration of Causal Video Diffusion with Fewer Steps Than Distillation2609.32518v1 · Youssef Mansour, Enis Simsar, Fadime Sener et al.2026 · 0 citationsarXiv
Editing Everything Everywhere All at Once2606.31278v1 · Fabio Quattrini, Carmine Zaccagnino, Enis Simsar et al.2026 · 0 citationsarXiv
When One Adapter Speaks for Many: Discovering Low-Rank Redundancy in Continual Fine-Tuning2606.28117v1 · Tanguy Dieudonn'e, Giulia Lanzillotta, Enis Simsar et al.2026 · 0 citationsarXiv
SeqLoRA: Bilevel Orthogonal Adaptation for Continual Multi-Concept Generation2605.22743v2 · Javad Parsa, Enis Simsar, Amir Joudaki et al.2026 · 0 citationsarXiv
FullFlow: Upgrading Text-to-Image Flow Matching Models for Bidirectional Vision--Language Generation2605.20316v1 · Eric Tillmann Bill, Enis Simsar, Alessio Tonioni et al.2026 · 0 citationsarXiv
Generalist foundation models from a multimodal dataset for 3D computed tomography.41680439 · Hamamci, Ibrahim Ethem, Er, Sezgin, Wang, Chenyu et al.2026 · 106 citationsNature biomedical engineering. 2026;10(8):1610-1628
Shifting the Breaking Point of Flow Matching for Multi-Instance Editing2602.08749v4 · Carmine Zaccagnino, Fabio Quattrini, Enis Simsar et al.2026 · 0 citationsarXiv
FOCUS: Optimal Control for Multi-Entity World Modeling in Text-to-Image Generation2510.02315v2 · Eric Tillmann Bill, Enis Simsar, Thomas Hofmann2025 · 0 citationsarXiv
RefAM: Attention Magnets for Zero-Shot Referral Segmentation2509.22650v3 · Anna Kukleva, Enis Simsar, Alessio Tonioni et al.2025 · 0 citationsTransactions on Machine Learning Research (2026)
JEDI: The Force of Jensen-Shannon Divergence in Disentangling Diffusion Models2505.19166v2 · Eric Tillmann Bill, Enis Simsar, Thomas Hofmann2025 · 0 citationsarXiv
IC-Portrait: In-Context Matching for View-Consistent Personalized Portrait2501.17159v2 · Han Yang, Enis Simsar, Sotiris Anagnostidis et al.2025 · 0 citationsarXiv
SHYI: Action Support for Contrastive Learning in High-Fidelity Text-to-Image Generation2501.09055v1 · Tianxiang Xia, Lin Xiao, Yannick Montorfani et al.2025 · 0 citationsarXiv
UIP2P: Unsupervised Instruction-based Image Editing via Edit Reversibility Constraint2412.15216v2 · Enis Simsar, Alessio Tonioni, Yongqin Xian et al.2024 · 0 citationsarXiv
LoRACLR: Contrastive Adaptation for Customization of Diffusion Models2412.09622v2 · Enis Simsar, Thomas Hofmann, Federico Tombari et al.2024 · 7 citationsarXiv
MegaPortrait: Revisiting Diffusion Control for High-fidelity Portrait Generation2411.04357v1 · Han Yang, Sotiris Anagnostidis, Enis Simsar et al.2024 · 0 citationsarXiv
PixLens: A Novel Framework for Disentangled Evaluation in Diffusion-Based Image Editing with Object Detection + SAM2410.05710v1 · Stefan Stefanache, Llu'is Pastor P'erez, Julen Costa Watanabe et al.2024 · 1 citationarXiv
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models2406.14599v2 · Matthew Zheng, Enis Simsar, Hidir Yesiltepe et al.2024 · 4 citationsarXiv
Contrastive Test-Time Composition of Multiple LoRA Models for Image Generation2403.19776v2 · Tuna Han Salih Meral, Enis Simsar, Federico Tombari et al.2024 · 1 citationarXiv
LIME: Localized Image Editing via Attention Regularization in Diffusion Models2312.09256v2 · Enis Simsar, Alessio Tonioni, Yongqin Xian et al.2023 · 6 citationsarXiv
CONFORM: Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models2312.06059v1 · Tuna Han Salih Meral, Enis Simsar, Federico Tombari et al.2023 · 19 citationsarXiv
DENTEX: Dental Enumeration and Tooth Pathosis Detection Benchmark for Panoramic X-ray2305.19112v2 · Ibrahim Ethem Hamamci, Sezgin Er, Omer Faruk Durugol et al.2023 · 12 citationsarXiv
GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes2305.16037v5 · Ibrahim Ethem Hamamci, Sezgin Er, Anjany Sekuboyina et al.2023 · 36 citationsarXiv
Diffusion-Based Hierarchical Multi-Label Object Detection to Analyze Panoramic Dental X-rays2303.06500v3 · Ibrahim Ethem Hamamci, Sezgin Er, Enis Simsar et al.2023 · 50 citationsarXiv
LatentSwap3D: Semantic Edits on 3D Image GANs2212.01381v2 · Enis Simsar, Alessio Tonioni, Evin P\inar Ornek et al.2022 · 8 citationsarXiv
Fantastic Style Channels and Where to Find Them: A Submodular Framework for Discovering Diverse Directions in GANs2203.08516v2 · Enis Simsar, Umut Kocasari, Ezgi Gulperi Er et al.2022 · 3 citationsarXiv
Object-aware Monocular Depth Prediction with Instance Convolutions2112.01521v2 · Enis Simsar, Evin P\inar Ornek, Fabian Manhardt et al.2021 · 2 citationsarXiv
Graph2Pix: A Graph-Based Image to Image Translation Framework2108.09752v1 · Dilara Gokay, Enis Simsar, Efehan Atici et al.2021 · 7 citationsarXiv
Dental enumeration and multiple treatment detection on panoramic X-rays using deep learning.34117279 · Yüksel, Atıf Emre, Gültekin, Sadullah, Simsar, Enis et al.2021 · 94 citationsScientific reports. 2021;11(1):12342
LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions2104.00820v2 · Oguz Kaan Yuksel, Enis Simsar, Ezgi Gulperi Er et al.2021 · 55 citationsarXiv
Career total: 35 works. 30 are in this corpus.
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