Learning to Cluster Under Domain Shift. - Willi Menapace; Stéphane Lathuilière; Elisa Ricci 001 (ECCV (28), 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; et al. (IEEE Trans. Medical Imaging, 2020)

Playable Video Generation. - Willi Menapace; Stéphane Lathuilière; Sergey Tulyakov; Aliaksandr Siarohin; Elisa Ricci 001 (CVPR, 2021)

Playable Environments: Video Manipulation in Space and Time. - Willi Menapace; Stéphane Lathuilière; Aliaksandr Siarohin; Christian Theobalt; Sergey Tulyakov; Vladislav Golyanik; Elisa Ricci 001 (CVPR, 2022)

Quantum Motion Segmentation. - Federica Arrigoni; Willi Menapace; Marcel Seelbach Benkner; Elisa Ricci 001; Vladislav Golyanik (ECCV (29), 2022)

Quantum Multi-Model Fitting. - Matteo Farina; Luca Magri; Willi Menapace; Elisa Ricci 001; Vladislav Golyanik; Federica Arrigoni (CVPR, 2023)

Unsupervised Volumetric Animation. - Aliaksandr Siarohin; Willi Menapace; Ivan Skorokhodov; Kyle Olszewski; Jian Ren 005; Hsin-Ying Lee 001; Menglei Chai; Sergey Tulyakov (CVPR, 2023)

InfiniCity: Infinite-Scale City Synthesis. - Chieh Hubert Lin; Hsin-Ying Lee 001; Willi Menapace; Menglei Chai; Aliaksandr Siarohin; Ming-Hsuan Yang 001; Sergey Tulyakov (ICCV, 2023)

Plotting Behind the Scenes: Towards Learnable Game Engines. - Willi Menapace; Aliaksandr Siarohin; Stéphane Lathuilière; Panos Achlioptas; Vladislav Golyanik; Elisa Ricci 001; Sergey Tulyakov (CoRR, 2023)

Interactive Neural Painting. - Elia Peruzzo; Willi Menapace; Vidit Goel; Federica Arrigoni; Hao Tang 005; Xingqian Xu; Arman Chopikyan; Nikita Orlov; Yuxiao Hu; Humphrey Shi; Nicu Sebe; Elisa Ricci 001 (Comput. Vis. Image Underst., 2023)

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 001; Jian Ren 005; Ming-Hsuan Yang 001; Sergey Tulyakov (CVPR, 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 001; Jian Ren 005; Sergey Tulyakov (CVPR, 2024)

Hierarchical Patch Diffusion Models for High-Resolution Video Generation. - Ivan Skorokhodov; Willi Menapace; Aliaksandr Siarohin; Sergey Tulyakov (CVPR, 2024)

Harnessing Large Language Models for Training-Free Video Anomaly Detection. - Luca Zanella; Willi Menapace; Massimiliano Mancini; Yiming Wang 002; Elisa Ricci 001 (CVPR, 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 (EMNLP, 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 005 (NeurIPS, 2024)

4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models. - Heng Yu; Chaoyang Wang 001; Peiye Zhuang; Willi Menapace; Aliaksandr Siarohin; Junli Cao; László A. Jeni; Sergey Tulyakov; Hsin-Ying Lee 001 (NeurIPS, 2024)

SF-V: Single Forward Video Generation Model. - Zhixing Zhang; Yanyu Li; Yushu Wu; Yanwu Xu 003; Anil Kag; Ivan Skorokhodov; Willi Menapace; Aliaksandr Siarohin; Junli Cao; Dimitris N. Metaxas; Sergey Tulyakov; Jian Ren 005 (NeurIPS, 2024)

Taming Data and Transformers for Audio Generation. - Moayed Haji-Ali; Willi Menapace; Aliaksandr Siarohin; Guha Balakrishnan; Sergey Tulyakov; Vicente Ordonez (CoRR, 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)

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 (CoRR, 2024)

Delving into CLIP latent space for Video Anomaly Recognition. - Luca Zanella; Benedetta Liberatori; Willi Menapace; Fabio Poiesi; Yiming Wang 002; Elisa Ricci 001 (Comput. Vis. Image Underst., 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 001 (ACM Trans. Graph., 2024)

4Real-Video: Learning Generalizable Photo-Realistic 4D Video Diffusion. - Chaoyang Wang 001; Peiye Zhuang; Tuan Duc Ngo; Willi Menapace; Aliaksandr Siarohin; Michael Vasilkovsky; Ivan Skorokhodov; Sergey Tulyakov; Peter Wonka; Hsin-Ying Lee 001 (CVPR, 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 (CVPR, 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 001; Sergey Tulyakov (CVPR, 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 (CVPR, 2025)

Can Text-to-Video Generation help Video-Language Alignment? - Luca Zanella; Massimiliano Mancini; Willi Menapace; Sergey Tulyakov; Yiming Wang 002; Elisa Ricci 001 (CVPR, 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 001; Chaoyang Wang 001; Jiaxu Zou; Andrea Tagliasacchi; David B. Lindell; Sergey Tulyakov (ICLR, 2025)

Collaborative Neural Painting. - Nicola Dall'Asen; Willi Menapace; Elia Peruzzo; Enver Sangineto; Yiming Wang 002; Elisa Ricci 001 (Comput. Vis. Image Underst., 2025)

Improving the Diffusability of Autoencoders. - Ivan Skorokhodov; Sharath Girish; Benran Hu 001; Willi Menapace; Yanyu Li; Rameen Abdal; Sergey Tulyakov; Aliaksandr Siarohin (CoRR, 2025)

Dynamic Concepts Personalization from Single Videos. - Rameen Abdal; Or Patashnik; Ivan Skorokhodov; Willi Menapace; Aliaksandr Siarohin; Sergey Tulyakov; Daniel Cohen-Or; Kfir Aberman (CoRR, 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, 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, 2025)

4Real-Video-V2: Fused View-Time Attention and Feedforward Reconstruction for 4D Scene Generation. - Chaoyang Wang 001; Ashkan Mirzaei; Vidit Goel; Willi Menapace; Aliaksandr Siarohin; Avalon Vinella; Michael Vasilkovsky; Ivan Skorokhodov; Vladislav Shakhrai; Sergey Korolev; Sergey Tulyakov; Peter Wonka (CoRR, 2025)

Improving Progressive Generation with Decomposable Flow Matching. - Moayed Haji-Ali; Willi Menapace; Ivan Skorokhodov; Arpit Sahni; Sergey Tulyakov; Vicente Ordonez; Aliaksandr Siarohin (CoRR, 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, 2025)