Sepehr Sameni

According to our database, Sepehr Sameni authored at least 12 papers between 2021 and 2025.

Collaborative distances:

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

2025

ViDROP: Video Dense Representation through Spatio-Temporal Sparsity.

Sepehr Sameni, Simon Jenni, Paolo Favaro

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

CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation.

Aram Davtyan, Sepehr Sameni, Björn Ommer, Paolo Favaro

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Enabling Visual Composition and Animation in Unsupervised Video Generation.

Aram Davtyan, Sepehr Sameni, Björn Ommer, Paolo Favaro

CoRR, 2024

Building Vision-Language Models on Solid Foundations with Masked Distillation.

Sepehr Sameni, Kushal Kafle, Hao Tan, Simon Jenni

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

2023

Multi-View Unsupervised Image Generation with Cross Attention Guidance.

Llukman Cerkezi, Aram Davtyan, Sepehr Sameni, Paolo Favaro

CoRR, 2023

Spatio-Temporal Crop Aggregation for Video Representation Learning.

Sepehr Sameni, Simon Jenni, Paolo Favaro

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

Efficient Video Prediction via Sparsely Conditioned Flow Matching.

Aram Davtyan, Sepehr Sameni, Paolo Favaro

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

Representation Learning by Detecting Incorrect Location Embeddings.

Sepehr Sameni, Simon Jenni, Paolo Favaro

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Randomized Conditional Flow Matching for Video Prediction.

Aram Davtyan, Sepehr Sameni, Paolo Favaro

CoRR, 2022

DILEMMA: Self-Supervised Shape and Texture Learning with Transformers.

Sepehr Sameni, Simon Jenni, Paolo Favaro

CoRR, 2022

KOALA: A Kalman Optimization Algorithm with Loss Adaptivity.

Aram Davtyan, Sepehr Sameni, Llukman Cerkezi, Givi Meishvili, Adam Bielski, Paolo Favaro

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

KaFiStO: A Kalman Filtering Framework for Stochastic Optimization.

Aram Davtyan, Sepehr Sameni, Llukman Cerkezi, Givi Meishvili, Adam Bielski, Paolo Favaro

CoRR, 2021