Alexander Vilesov — accepted AI-conference papers

2025

VLM4D: Towards Spatiotemporal Awareness in Vision Language Models

Shijie Zhou, Alexander Vilesov, Xuehai He, Ziyu Wan, Shuwang Zhang, Aditya Nagachandra +4

ICCV 2025poster

Vision language models (VLMs) have shown remarkable capabilities in integrating linguistic and visual reasoning but remain fundamentally limited in understanding dynamic spatiotemporal interactions. Humans effortlessly track and reason about object movements, rotations, and perspective shifts--abili…

Cited by 0 Source ↗PDF ↗Scholar ↗

2024

Implicit Neural Models to Extract Heart Rate from Video

Pradyumna Chari*, Anirudh Bindiganavale Harish, Adnan Armouti, Alexander Vilesov, Sanjit Sarda, Laleh Jalilian +1

ECCV 2024poster

"Scene representation networks, or implicit neural representations (INR) have seen a range of success in numerous image and video applications. However, being universal function fitters, they fit all variations in videos without any selectivity. This is particularly a problem for tasks such as remot…

Cited by 2 Source ↗PDF ↗code ↗Scholar ↗