4 citations · 7 across the 4 of their papers we have counts for
4 papers
Can Visual Foundation Models Achieve Long-term Point Tracking?
Görkay Aydemir, Weidi Xie, Fatma Güney
Large-scale vision foundation models have demonstrated remarkable success across various tasks, underscoring their robust generalization capabilities. While their proficiency in tw…
Self-supervised Object-Centric Learning for Videos
Görkay Aydemir, Weidi Xie, Fatma Güney
Unsupervised multi-object segmentation has shown impressive results on images by utilizing powerful semantics learned from self-supervised pretraining. An additional modality such…
ADAPT: Efficient Multi-Agent Trajectory Prediction with Adaptation
Görkay Aydemir, Adil Kaan Akan, Fatma Güney
Forecasting future trajectories of agents in complex traffic scenes requires reliable and efficient predictions for all agents in the scene. However, existing methods for trajector…
Trajectory Forecasting on Temporal Graphs
Görkay Aydemir, Adil Kaan Akan, Fatma Güney
Predicting future locations of agents in the scene is an important problem in self-driving. In recent years, there has been a significant progress in representing the scene and the…