Pinar Yanardag

66 papers A* 12A 3B 2C 2Journal 41Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	MotionFlow: Attention-Driven Motion Transfer in Video Diffusion Models. AAAI Tuna Han Salih Meral, Hidir Yesiltepe, Connor Dunlop, Pinar Yanardag
2026	A*	`conf`	Plot'n Polish: Zero-Shot Story Visualization and Disentangled Editing with Text-to-Image Diffusion Models. AAAI Kiymet Akdemir, Jing Shi, Kushal Kafle, Brian L. Price, Pinar Yanardag
2025	J	`jnl`	Audit & Repair: An Agentic Framework for Consistent Story Visualization in Text-to-Image Diffusion Models. CoRR Kiymet Akdemir, Tahira Kazimi, Pinar Yanardag
2025	J	`jnl`	CREA: A Collaborative Multi-Agent Framework for Creative Content Generation with Diffusion Models. CoRR Kavana Venkatesh, Connor Dunlop, Pinar Yanardag
2025	J	`jnl`	Canvas-to-Image: Compositional Image Generation with Multimodal Controls. CoRR Yusuf Dalva, Guocheng Gordon Qian, Maya Goldenberg, Tsai-Shien Chen, Kfir Aberman, Sergey Tulyakov, Pinar Yanardag, Kuan-Chieh Jackson Wang
2025	A*	`conf`	ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features. ICML Alec Helbling, Tuna Han Salih Meral, Benjamin Hoover, Pinar Yanardag, Duen Horng Chau
2025	J	`jnl`	ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features. CoRR Alec Helbling, Tuna Han Salih Meral, Benjamin Hoover, Pinar Yanardag, Duen Horng Chau
2025	J	`jnl`	Diverse Video Generation with Determinantal Point Process-Guided Policy Optimization. CoRR Tahira Kazimi, Connor Dunlop, Pinar Yanardag
2025	J	`jnl`	Dynamic View Synthesis as an Inverse Problem. CoRR Hidir Yesiltepe, Pinar Yanardag
2025	A*	`conf`	Explaining in Diffusion: Explaining a Classifier with Diffusion Semantics. CVPR Tahira Kazimi, Ritika Allada, Pinar Yanardag
2025	A*	`conf`	FluxSpace: Disentangled Semantic Editing in Rectified Flow Models. CVPR Yusuf Dalva, Kavana Venkatesh, Pinar Yanardag
2025	J	`jnl`	Infinity-RoPE: Action-Controllable Infinite Video Generation Emerges From Autoregressive Self-Rollout. CoRR Hidir Yesiltepe, Tuna Han Salih Meral, Adil Kaan Akan, Kaan Oktay, Pinar Yanardag
2025	A*	`conf`	LoRACLR: Contrastive Adaptation for Customization of Diffusion Models. CVPR Enis Simsar, Thomas Hofmann, Federico Tombari, Pinar Yanardag
2025	J	`jnl`	LoRAShop: Training-Free Multi-Concept Image Generation and Editing with Rectified Flow Transformers. CoRR Yusuf Dalva, Hidir Yesiltepe, Pinar Yanardag
2025	J	`jnl`	LoRAverse: A Submodular Framework to Retrieve Diverse Adapters for Diffusion Models. CoRR Mert Sonmezer, Matthew Zheng, Pinar Yanardag
2025	J	`jnl`	Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization. CoRR Connor Dunlop, Matthew Zheng, Kavana Venkatesh, Pinar Yanardag
2025	J	`jnl`	Plot'n Polish: Zero-shot Story Visualization and Disentangled Editing with Text-to-Image Diffusion Models. CoRR Kiymet Akdemir, Jing Shi, Kushal Kafle, Brian L. Price, Pinar Yanardag
2024	J	`jnl`	CLoRA: A Contrastive Approach to Compose Multiple LoRA Models. CoRR Tuna Han Salih Meral, Enis Simsar, Federico Tombari, Pinar Yanardag
2024	A*	`conf`	CONFORM: Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models. CVPR Tuna Han Salih Meral, Enis Simsar, Federico Tombari, Pinar Yanardag
2024	J	`jnl`	Context Canvas: Enhancing Text-to-Image Diffusion Models with Knowledge Graph-Based RAG. CoRR Kavana Venkatesh, Yusuf Dalva, Ismini Lourentzou, Pinar Yanardag
2024	J	`jnl`	Explaining in Diffusion: Explaining a Classifier Through Hierarchical Semantics with Text-to-Image Diffusion Models. CoRR Tahira Kazimi, Ritika Allada, Pinar Yanardag
2024	J	`jnl`	FluxSpace: Disentangled Semantic Editing in Rectified Flow Transformers. CoRR Yusuf Dalva, Kavana Venkatesh, Pinar Yanardag
2024	J	`jnl`	GANTASTIC: GAN-based Transfer of Interpretable Directions for Disentangled Image Editing in Text-to-Image Diffusion Models. CoRR Yusuf Dalva, Hidir Yesiltepe, Pinar Yanardag
2024	J	`jnl`	LayerFusion: Harmonized Multi-Layer Text-to-Image Generation with Generative Priors. CoRR Yusuf Dalva, Yijun Li, Qing Liu, Nanxuan Zhao, Jianming Zhang, Zhe Lin, Pinar Yanardag
2024	J	`jnl`	LoRACLR: Contrastive Adaptation for Customization of Diffusion Models. CoRR Enis Simsar, Thomas Hofmann, Federico Tombari, Pinar Yanardag
2024	J	`jnl`	MIST: Mitigating Intersectional Bias with Disentangled Cross-Attention Editing in Text-to-Image Diffusion Models. CoRR Hidir Yesiltepe, Kiymet Akdemir, Pinar Yanardag
2024	J	`jnl`	MotionFlow: Attention-Driven Motion Transfer in Video Diffusion Models. CoRR Tuna Han Salih Meral, Hidir Yesiltepe, Connor Dunlop, Pinar Yanardag
2024	J	`jnl`	MotionShop: Zero-Shot Motion Transfer in Video Diffusion Models with Mixture of Score Guidance. CoRR Hidir Yesiltepe, Tuna Han Salih Meral, Connor Dunlop, Pinar Yanardag
2024	A*	`conf`	NoiseCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions in Diffusion Models. CVPR Yusuf Dalva, Pinar Yanardag
2024	C	`conf`	ORACLE: Leveraging Mutual Information for Consistent Character Generation with LoRAs in Diffusion Models. ICCC Kiymet Akdemir, Pinar Yanardag
2024	J	`jnl`	ORACLE: Leveraging Mutual Information for Consistent Character Generation with LoRAs in Diffusion Models. CoRR Kiymet Akdemir, Pinar Yanardag
2024	J	`jnl`	PRIMA: Multi-Image Vision-Language Models for Reasoning Segmentation. CoRR Muntasir Wahed, Kiet A. Nguyen, Adheesh Sunil Juvekar, Xinzhuo Li, Xiaona Zhou, Vedant Shah, Tianjiao Yu, Pinar Yanardag, Ismini Lourentzou
2024	A*	`conf`	RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models. CVPR Ozgur Kara, Bariscan Kurtkaya, Hidir Yesiltepe, James M. Rehg, Pinar Yanardag
2024	J	`jnl`	Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models. CoRR Matthew Zheng, Enis Simsar, Hidir Yesiltepe, Federico Tombari, Joel Simon, Pinar Yanardag
2024	J	`jnl`	The Curious Case of End Token: A Zero-Shot Disentangled Image Editing using CLIP. CoRR Hidir Yesiltepe, Yusuf Dalva, Pinar Yanardag
2023	J	`jnl`	CONFORM: Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models. CoRR Tuna Han Salih Meral, Enis Simsar, Federico Tombari, Pinar Yanardag
2023	A	`conf`	Fantastic Style Channels and Where to Find Them: A Submodular Framework for Discovering Diverse Directions in GANs. WACV Enis Simsar, Umut Kocasari, Ezgi Gülperi Er, Pinar Yanardag
2023	J	`jnl`	NoiseCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions in Diffusion Models. CoRR Yusuf Dalva, Pinar Yanardag
2023	J	`jnl`	RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models. CoRR Ozgur Kara, Bariscan Kurtkaya, Hidir Yesiltepe, James M. Rehg, Pinar Yanardag
2023	A	`conf`	Text and Image Guided 3D Avatar Generation and Manipulation. WACV Zehranaz Canfes, M. Furkan Atasoy, Alara Dirik, Pinar Yanardag
2022	J	`jnl`	3D-LatentMapper: View Agnostic Single-View Reconstruction of 3D Shapes. CoRR Alara Dirik, Pinar Yanardag
2022	J	`jnl`	Discovering Multiple and Diverse Directions for Cognitive Image Properties. CoRR Umut Kocasari, Alperen Bag, Oguz Kaan Yüksel, Pinar Yanardag
2022	—	`conf`	FairStyle: Debiasing StyleGAN2 with Style Channel Manipulations. ECCV (13) Cemre Karakas, Alara Dirik, Eylul Yalcinkaya, Pinar Yanardag
2022	J	`jnl`	FairStyle: Debiasing StyleGAN2 with Style Channel Manipulations. CoRR Cemre Karakas, Alara Dirik, Eylul Yalcinkaya, Pinar Yanardag
2022	J	`jnl`	Fantastic Style Channels and Where to Find Them: A Submodular Framework for Discovering Diverse Directions in GANs. CoRR Enis Simsar, Umut Kocasari, Ezgi Gülperi Er, Pinar Yanardag
2022	B	`conf`	MIDISpace: Finding Linear Directions in Latent Space for Music Generation. Creativity & Cognition Meliksah Turker, Alara Dirik, Pinar Yanardag
2022	—	`conf`	PaintInStyle: One-Shot Discovery of Interpretable Directions by Painting. CVPR Workshops Berkay Doner, Elif Sema Balcioglu, Merve Rabia Barin, Umut Kocasari, Mert Tiftikci, Pinar Yanardag
2022	—	`conf`	Rank in Style: A Ranking-based Approach to Find Interpretable Directions. CVPR Workshops Umut Kocasari, Kerem Zaman, Mert Tiftikci, Enis Simsar, Pinar Yanardag
2022	A	`conf`	StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation. WACV Umut Kocasari, Alara Dirik, Mert Tiftikci, Pinar Yanardag
2022	J	`jnl`	Text and Image Guided 3D Avatar Generation and Manipulation. CoRR Zehranaz Canfes, M. Furkan Atasoy, Alara Dirik, Pinar Yanardag
2021	J	`jnl`	Controlled Cue Generation for Play Scripts. CoRR Alara Dirik, Hilal Dönmez, Pinar Yanardag
2021	J	`jnl`	Exploring Latent Dimensions of Crowd-sourced Creativity. CoRR Umut Kocasari, Alperen Bag, Efehan Atici, Pinar Yanardag
2021	J	`jnl`	GAN-CNMP: An Interactive Generative Drawing Tool. CoRR S. Ece Ada, M. Yunus Seker, Pinar Yanardag
2021	—	`conf`	Graph2Pix: A Graph-Based Image to Image Translation Framework. ICCVW Dilara Gokay, Enis Simsar, Efehan Atici, Alper Ahmetoglu, Atif Emre Yüksel, Pinar Yanardag
2021	J	`jnl`	Graph2Pix: A Graph-Based Image to Image Translation Framework. CoRR Dilara Gokay, Enis Simsar, Efehan Atici, Alper Ahmetoglu, Atif Emre Yüksel, Pinar Yanardag
2021	A*	`conf`	LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions. ICCV Oguz Kaan Yüksel, Enis Simsar, Ezgi Gülperi Er, Pinar Yanardag
2021	J	`jnl`	LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions. CoRR Oguz Kaan Yüksel, Enis Simsar, Ezgi Gülperi Er, Pinar Yanardag
2021	C	`conf`	Nightmare Machine: A Large-Scale Study to Induce Fear Using Artificial Intelligence. ICCC Pinar Yanardag, Nick Obradovich, Manuel Cebrián, Iyad Rahwan
2021	B	`conf`	Shelley: A Crowd-sourced Collaborative Horror Writer. Creativity & Cognition Pinar Yanardag, Manuel Cebrián, Iyad Rahwan
2021	J	`jnl`	StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation. CoRR Umut Kocasari, Alara Dirik, Mert Tiftikci, Pinar Yanardag
2016	—	`conf`	Turning Down the Noise in Classrooms. WWW (Companion Volume) Mariheida Cordova-Sanchez, Pinar Yanardag
2016	A*	`conf`	WordRank: Learning Word Embeddings via Robust Ranking. EMNLP Shihao Ji, Hyokun Yun, Pinar Yanardag, Shin Matsushima, S. V. N. Vishwanathan
2015	—	`conf`	A Structural Smoothing Framework For Robust Graph Comparison. NIPS Pinar Yanardag, S. V. N. Vishwanathan
2015	A*	`conf`	Deep Graph Kernels. KDD Pinar Yanardag, S. V. N. Vishwanathan
2015	J	`jnl`	WordRank: Learning Word Embeddings via Robust Ranking. CoRR Shihao Ji, Hyokun Yun, Pinar Yanardag, Shin Matsushima, S. V. N. Vishwanathan
2014	J	`jnl`	The Structurally Smoothed Graphlet Kernel. CoRR Pinar Yanardag, S. V. N. Vishwanathan