| 2025 | AAAI | CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation. | Aram Davtyan, Sepehr Sameni, Bjrn Ommer, Paolo Favaro |
| 2025 | CVPR | ViDROP: Video Dense Representation through Spatio-Temporal Sparsity. | Sepehr Sameni, Simon Jenni, Paolo Favaro |
| 2025 | ICCV | MIRAGE: Unsupervised Single Image to Novel View Generation with Cross Attention Guidance. | Llukman Cerkezi, Aram Davtyan, Sepehr Sameni, Paolo Favaro |
| 2024 | CVPR | Building Vision-Language Models on Solid Foundations with Masked Distillation. | Sepehr Sameni, Kushal Kafle, Hao Tan, Simon Jenni |
| 2023 | AAAI | Representation Learning by Detecting Incorrect Location Embeddings. | Sepehr Sameni, Simon Jenni, Paolo Favaro |
| 2023 | ICCV | Efficient Video Prediction via Sparsely Conditioned Flow Matching. | Aram Davtyan, Sepehr Sameni, Paolo Favaro |
| 2023 | ICCV | Spatio-Temporal Crop Aggregation for Video Representation Learning. | Sepehr Sameni, Simon Jenni, Paolo Favaro |
| 2022 | AAAI | KOALA: A Kalman Optimization Algorithm with Loss Adaptivity. | Aram Davtyan, Sepehr Sameni, Llukman Cerkezi, Givi Meishvili, Adam Bielski, Paolo Favaro |