Willi Menapace

According to our database, Willi Menapace authored at least 45 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Taming Data and Transformers for Audio Generation.

Moayed Haji-Ali, Willi Menapace, Aliaksandr Siarohin, Guha Balakrishnan, Vicente Ordonez

Int. J. Comput. Vis., March, 2026

One Model, Many Budgets: Elastic Latent Interfaces for Diffusion Transformers.

Moayed Haji-Ali, Willi Menapace, Ivan Skorokhodov, Dogyun Park, Anil Kag, Michael Vasilkovsky, Sergey Tulyakov, Vicente Ordonez, Aliaksandr Siarohin

CoRR, March, 2026

2025

EasyV2V: A High-quality Instruction-based Video Editing Framework.

Jinjie Mai, Chaoyang Wang, Guocheng Gordon Qian, Willi Menapace, Sergey Tulyakov, Bernard Ghanem, Peter Wonka, Ashkan Mirzaei

CoRR, December, 2025

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization.

Tsai-Shien Chen, Aliaksandr Siarohin, Guocheng Gordon Qian, Kuan-Chieh Jackson Wang, Egor Nemchinov, Moayed Haji-Ali, Riza Alp Güler, Willi Menapace, Ivan Skorokhodov, Anil Kag, Jun-Yan Zhu, Sergey Tulyakov

CoRR, December, 2025

EgoEdit: Dataset, Real-Time Streaming Model, and Benchmark for Egocentric Video Editing.

Runjia Li, Moayed Haji-Ali, Ashkan Mirzaei, Chaoyang Wang, Arpit Sahni, Ivan Skorokhodov, Aliaksandr Siarohin, Tomas Jakab, Junlin Han, Sergey Tulyakov, Philip Torr, Willi Menapace

CoRR, December, 2025

Sprint: Sparse-Dense Residual Fusion for Efficient Diffusion Transformers.

Dogyun Park, Moayed Haji-Ali, Yanyu Li, Willi Menapace, Sergey Tulyakov, Hyunwoo J. Kim, Aliaksandr Siarohin, Anil Kag

CoRR, October, 2025

LayerComposer: Interactive Personalized T2I via Spatially-Aware Layered Canvas.

Guocheng Gordon Qian, Ruihang Zhang, Tsai-Shien Chen, Yusuf Dalva, Anujraaj Goyal, Willi Menapace, Ivan Skorokhodov, Meng Dong, Arpit Sahni, Daniil Ostashev, Ju Hu, Sergey Tulyakov, Kuan-Chieh Jackson Wang

CoRR, October, 2025

AlphaFlow: Understanding and Improving MeanFlow Models.

Huijie Zhang, Aliaksandr Siarohin, Willi Menapace, Michael Vasilkovsky, Sergey Tulyakov, Qing Qu, Ivan Skorokhodov

CoRR, October, 2025

Taming Diffusion Transformer for Real-Time Mobile Video Generation.

Yushu Wu, Yanyu Li, Anil Kag, Ivan Skorokhodov, Willi Menapace, Ke Ma, Arpit Sahni, Ju Hu, Aliaksandr Siarohin, Dhritiman Sagar, Yanzhi Wang, Sergey Tulyakov

CoRR, July, 2025

Improving Progressive Generation with Decomposable Flow Matching.

Moayed Haji-Ali, Willi Menapace, Ivan Skorokhodov, Arpit Sahni, Sergey Tulyakov, Vicente Ordonez, Aliaksandr Siarohin

CoRR, June, 2025

4Real-Video-V2: Fused View-Time Attention and Feedforward Reconstruction for 4D Scene Generation.

Chaoyang Wang, Ashkan Mirzaei, Vidit Goel, Willi Menapace, Aliaksandr Siarohin, Avalon Vinella, Michael Vasilkovsky, Ivan Skorokhodov, Vladislav Shakhrai, Sergey Korolev, Sergey Tulyakov, Peter Wonka

CoRR, June, 2025

DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion Models.

Ziyi Wu, Anil Kag, Ivan Skorokhodov, Willi Menapace, Ashkan Mirzaei, Igor Gilitschenski, Sergey Tulyakov, Aliaksandr Siarohin

CoRR, June, 2025

H3AE: High Compression, High Speed, and High Quality AutoEncoder for Video Diffusion Models.

Yushu Wu, Yanyu Li, Ivan Skorokhodov, Anil Kag, Willi Menapace, Sharath Girish, Aliaksandr Siarohin, Yanzhi Wang, Sergey Tulyakov

CoRR, April, 2025

Collaborative Neural Painting.

Nicola Dall'Asen, Willi Menapace, Elia Peruzzo, Enver Sangineto, Yiming Wang, Elisa Ricci

Comput. Vis. Image Underst., 2025

Dynamic Concepts Personalization from Single Videos.

Rameen Abdal, Or Patashnik, Ivan Skorokhodov, Willi Menapace, Aliaksandr Siarohin, Sergey Tulyakov, Daniel Cohen-Or, Kfir Aberman

Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2025

Improving the Diffusability of Autoencoders.

Ivan Skorokhodov, Sharath Girish, Benran Hu, Willi Menapace, Yanyu Li, Rameen Abdal, Sergey Tulyakov, Aliaksandr Siarohin

Proceedings of the Forty-second International Conference on Machine Learning, 2025

VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control.

Sherwin Bahmani, Ivan Skorokhodov, Aliaksandr Siarohin, Willi Menapace, Guocheng Qian, Michael Vasilkovsky, Hsin-Ying Lee, Chaoyang Wang, Jiaxu Zou, Andrea Tagliasacchi, David B. Lindell, Sergey Tulyakov

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

AV-Link: Temporally-Aligned Diffusion Features for Cross-Modal Audio-Video Generation.

Moayed Haji-Ali, Willi Menapace, Aliaksandr Siarohin, Ivan Skorokhodov, Alper Canberk, Kwot Sin Lee, Vicente Ordonez, Sergey Tulyakov

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Can Text-to-Video Generation help Video-Language Alignment?

Luca Zanella, Massimiliano Mancini, Willi Menapace, Sergey Tulyakov, Yiming Wang, Elisa Ricci

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Mind the Time: Temporally-Controlled Multi-Event Video Generation.

Ziyi Wu, Aliaksandr Siarohin, Willi Menapace, Ivan Skorokhodov, Yuwei Fang, Varnith Chordia, Igor Gilitschenski, Sergey Tulyakov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Multi-subject Open-set Personalization in Video Generation.

Tsai-Shien Chen, Aliaksandr Siarohin, Willi Menapace, Yuwei Fang, Kwot Sin Lee, Ivan Skorokhodov, Kfir Aberman, Jun-Yan Zhu, Ming-Hsuan Yang, Sergey Tulyakov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers.

Sherwin Bahmani, Ivan Skorokhodov, Guocheng Qian, Aliaksandr Siarohin, Willi Menapace, Andrea Tagliasacchi, David B. Lindell, Sergey Tulyakov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

4Real-Video: Learning Generalizable Photo-Realistic 4D Video Diffusion.

Chaoyang Wang, Peiye Zhuang, Tuan Duc Ngo, Willi Menapace, Aliaksandr Siarohin, Michael Vasilkovsky, Ivan Skorokhodov, Sergey Tulyakov, Peter Wonka, Hsin-Ying Lee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Promptable Game Models: Text-guided Game Simulation via Masked Diffusion Models.

Willi Menapace, Aliaksandr Siarohin, Stéphane Lathuilière, Panos Achlioptas, Vladislav Golyanik, Sergey Tulyakov, Elisa Ricci

ACM Trans. Graph., April, 2024

Delving into CLIP latent space for Video Anomaly Recognition.

Luca Zanella, Benedetta Liberatori, Willi Menapace, Fabio Poiesi, Yiming Wang, Elisa Ricci

Comput. Vis. Image Underst., 2024

VIMI: Grounding Video Generation through Multi-modal Instruction.

Yuwei Fang, Willi Menapace, Aliaksandr Siarohin, Tsai-Shien Chen, Kuan-Chien Wang, Ivan Skorokhodov, Graham Neubig, Sergey Tulyakov

CoRR, 2024

Taming Data and Transformers for Audio Generation.

Moayed Haji-Ali, Willi Menapace, Aliaksandr Siarohin, Guha Balakrishnan, Sergey Tulyakov, Vicente Ordonez

CoRR, 2024

SF-V: Single Forward Video Generation Model.

Zhixing Zhang, Yanyu Li, Yushu Wu, Yanwu Xu, Anil Kag, Ivan Skorokhodov, Willi Menapace, Aliaksandr Siarohin, Junli Cao, Dimitris N. Metaxas, Sergey Tulyakov, Jian Ren

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models.

Heng Yu, Chaoyang Wang, Peiye Zhuang, Willi Menapace, Aliaksandr Siarohin, Junli Cao, László A. Jeni, Sergey Tulyakov, Hsin-Ying Lee

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation.

Anil Kag, Huseyin Coskun, Jierun Chen, Junli Cao, Willi Menapace, Aliaksandr Siarohin, Sergey Tulyakov, Jian Ren

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

VIMI: Grounding Video Generation through Multi-modal Instruction.

Yuwei Fang, Willi Menapace, Aliaksandr Siarohin, Tsai-Shien Chen, Kuan-Chieh Wang, Ivan Skorokhodov, Graham Neubig, Sergey Tulyakov

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Harnessing Large Language Models for Training-Free Video Anomaly Detection.

Luca Zanella, Willi Menapace, Massimiliano Mancini, Yiming Wang, Elisa Ricci

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Hierarchical Patch Diffusion Models for High-Resolution Video Generation.

Ivan Skorokhodov, Willi Menapace, Aliaksandr Siarohin, Sergey Tulyakov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis.

Willi Menapace, Aliaksandr Siarohin, Ivan Skorokhodov, Ekaterina Deyneka, Tsai-Shien Chen, Anil Kag, Yuwei Fang, Aleksei Stoliar, Elisa Ricci, Jian Ren, Sergey Tulyakov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers.

Tsai-Shien Chen, Aliaksandr Siarohin, Willi Menapace, Ekaterina Deyneka, Hsiang-wei Chao, Byung Eun Jeon, Yuwei Fang, Hsin-Ying Lee, Jian Ren, Ming-Hsuan Yang, Sergey Tulyakov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Interactive Neural Painting.

Elia Peruzzo, Willi Menapace, Vidit Goel, Federica Arrigoni, Hao Tang, Xingqian Xu, Arman Chopikyan, Nikita Orlov, Yuxiao Hu, Humphrey Shi, Nicu Sebe, Elisa Ricci

Comput. Vis. Image Underst., October, 2023

Plotting Behind the Scenes: Towards Learnable Game Engines.

Willi Menapace, Aliaksandr Siarohin, Stéphane Lathuilière, Panos Achlioptas, Vladislav Golyanik, Elisa Ricci, Sergey Tulyakov

CoRR, 2023

InfiniCity: Infinite-Scale City Synthesis.

Chieh Hubert Lin, Hsin-Ying Lee, Willi Menapace, Menglei Chai, Aliaksandr Siarohin, Ming-Hsuan Yang, Sergey Tulyakov

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Unsupervised Volumetric Animation.

Aliaksandr Siarohin, Willi Menapace, Ivan Skorokhodov, Kyle Olszewski, Jian Ren, Hsin-Ying Lee, Menglei Chai, Sergey Tulyakov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Quantum Multi-Model Fitting.

Matteo Farina, Luca Magri, Willi Menapace, Elisa Ricci, Vladislav Golyanik, Federica Arrigoni

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Quantum Motion Segmentation.

Federica Arrigoni, Willi Menapace, Marcel Seelbach Benkner, Elisa Ricci, Vladislav Golyanik

Proceedings of the Computer Vision - ECCV 2022, 2022

Playable Environments: Video Manipulation in Space and Time.

Willi Menapace, Stéphane Lathuilière, Aliaksandr Siarohin, Christian Theobalt, Sergey Tulyakov, Vladislav Golyanik, Elisa Ricci

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Playable Video Generation.

Willi Menapace, Stéphane Lathuilière, Sergey Tulyakov, Aliaksandr Siarohin, Elisa Ricci

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound.

Subhankar Roy, Willi Menapace, Sebastiaan Oei, Ben Luijten, Enrico Fini, Cristiano Saltori, Iris A. M. Huijben, Nishith Chennakeshava, Federico Mento, Alessandro Sentelli, Emanuele Peschiera, Riccardo Trevisan, Giovanni Maschietto, Elena Torri, Riccardo Inchingolo, Andrea Smargiassi, Gino Soldati, Paolo Rota, Andrea Passerini, Ruud J. G. van Sloun, Elisa Ricci, Libertario Demi

IEEE Trans. Medical Imaging, 2020

Learning to Cluster Under Domain Shift.

Willi Menapace, Stéphane Lathuilière, Elisa Ricci

Proceedings of the Computer Vision - ECCV 2020, 2020