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pro vyhledávání: '"Esfandiarpoor, Reza"'
Recent works often assume that Vision-Language Model (VLM) representations are based on visual attributes like shape. However, it is unclear to what extent VLMs prioritize this information to represent concepts. We propose Extract and Explore (EX2),
Externí odkaz:
http://arxiv.org/abs/2403.16442
Autor:
Esfandiarpoor, Reza, Bach, Stephen H.
A promising approach for improving the performance of vision-language models like CLIP for image classification is to extend the class descriptions (i.e., prompts) with related attributes, e.g., using brown sparrow instead of sparrow. However, curren
Externí odkaz:
http://arxiv.org/abs/2311.07593
We introduce an adaptive method with formal quality guarantees for weak supervision in a non-stationary setting. Our goal is to infer the unknown labels of a sequence of data by using weak supervision sources that provide independent noisy signals of
Externí odkaz:
http://arxiv.org/abs/2306.01658
In many practical few-shot learning problems, even though labeled examples are scarce, there are abundant auxiliary datasets that potentially contain useful information. We propose the problem of extended few-shot learning to study these scenarios. W
Externí odkaz:
http://arxiv.org/abs/2012.07176
Autor:
Hajabdollahi, Mohsen, Esfandiarpoor, Reza, Sabeti, Elyas, Karimi, Nader, Najarian, Kayvan, Soroushmehr, S. M. Reza, Samavi, Shadrokh
Automating classification and segmentation process of abnormal regions in different body organs has a crucial role in most of medical imaging applications such as funduscopy, endoscopy, and dermoscopy. Detecting multiple abnormalities in each type of
Externí odkaz:
http://arxiv.org/abs/1809.05831
Autor:
Hajabdollahi, Mohsen, Esfandiarpoor, Reza, Khadivi, Pejman, Soroushmehr, S. M. Reza, Karimi, Nader, Najarian, Kayvan, Samavi, Shadrokh
Wireless capsule endoscopy (WCE) is an effective mean for diagnosis of gastrointestinal disorders. Detection of informative scenes in WCE video could reduce the length of transmitted videos and help the diagnosis procedure. In this paper, we investig
Externí odkaz:
http://arxiv.org/abs/1808.07746
Autor:
Hajabdollahi, Mohsen, Esfandiarpoor, Reza, Soroushmehr, S. M. Reza, Karimi, Nader, Samavi, Shadrokh, Najarian, Kayvan
Wireless capsule endoscopy (WCE) is an effective means of diagnosis of gastrointestinal disorders. Detection of informative scenes by WCE could reduce the length of transmitted videos and can help with the diagnosis. In this paper we propose a simple
Externí odkaz:
http://arxiv.org/abs/1802.07788