283 citations · 295 across the 21 of their papers we have counts for
4 papers · 1 filter
LocoMotion: Learning Motion-Focused Video-Language Representations
Hazel Doughty, Fida Mohammad Thoker, Cees G. M. Snoek
This paper strives for motion-focused video-language representations. Existing methods to learn video-language representations use spatial-focused data, where identifying the objec…
Beyond Coarse-Grained Matching in Video-Text Retrieval
Aozhu Chen, Hazel Doughty, Xirong Li +1
Video-text retrieval has seen significant advancements, yet the ability of models to discern subtle differences in captions still requires verification. In this paper, we introduce…
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery
Sarah Rastegar, Mohammadreza Salehi, Yuki M. Asano +2
In this paper, we address Generalized Category Discovery, aiming to simultaneously uncover novel categories and accurately classify known ones. Traditional methods, which lean heav…
Low-Resource Vision Challenges for Foundation Models
Yunhua Zhang, Hazel Doughty, Cees G. M. Snoek
Low-resource settings are well-established in natural language processing, where many languages lack sufficient data for deep learning at scale. However, low-resource problems are…