299 citations
- Tsinghua UniversityCN26 papers
- Centre National de la Recherche ScientifiqueFR25 papers
- Purdue University West LafayetteUS25 papers
- École Polytechnique Fédérale de LausanneCH24 papers
- Institute for Research in Fundamental SciencesIR24 papers
- Carnegie Mellon UniversityUS23 papers
- Cornell UniversityUS23 papers
- Kuwait UniversityKW23 papers
- Massachusetts Institute of TechnologyUS23 papers
- Peking UniversityCN23 papers
- Princeton UniversityUS23 papers
- Sofia University "St. Kliment Ohridski"BG23 papers
5 papers · 1 filter
Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation Learning
Ali Javidani, Babak Nadjar Araabi, Mohammad Amin Sadeghi
This paper introduces a novel approach that integrates graph theory into self-supervised representation learning. Traditional methods focus on intra-instance variations generated b…
COLA: Context-aware Language-driven Test-time Adaptation
Aiming Zhang, Tianyuan Yu, Liang Bai +5
Test-time adaptation (TTA) has gained increasing popularity due to its efficacy in addressing ``distribution shift'' issue while simultaneously protecting data privacy. However, mo…
T-SiamTPN: Temporal Siamese Transformer Pyramid Networks for Robust and Efficient UAV Tracking
Hojat Ardi, Amir Jahanshahi, Ali Diba
Aerial object tracking remains a challenging task due to scale variations, dynamic backgrounds, clutter, and frequent occlusions. While most existing trackers emphasize spatial cue…
VME: A Satellite Imagery Dataset and Benchmark for Detecting Vehicles in the Middle East and Beyond
Noora Al-Emadi, Ingmar Weber, Yin Yang +1
Detecting vehicles in satellite images is crucial for traffic management, urban planning, and disaster response. However, current models struggle with real-world diversity, particu…
CrisisViT: A Robust Vision Transformer for Crisis Image Classification
Zijun Long, Richard McCreadie, Muhammad Imran
In times of emergency, crisis response agencies need to quickly and accurately assess the situation on the ground in order to deploy relevant services and resources. However, autho…