Search Results for author: Rana Muhammad Shahroz Khan

Found 3 papers, 2 papers with code

LLMGeo: Benchmarking Large Language Models on Image Geolocation In-the-wild

no code implementations30 May 2024 Zhiqiang Wang, Dejia Xu, Rana Muhammad Shahroz Khan, Yanbin Lin, Zhiwen Fan, Xingquan Zhu

Inspired by the exceptional background knowledge of multimodal language models, we systematically evaluate their geolocation capabilities using a novel image dataset and a comprehensive evaluation framework.

Linear Optimal Partial Transport Embedding

1 code implementation7 Feb 2023 Yikun Bai, Ivan Medri, Rocio Diaz Martin, Rana Muhammad Shahroz Khan, Soheil Kolouri

To address these limitations, variants of the OT problem, including unbalanced OT, Optimal partial transport (OPT), and Hellinger Kantorovich (HK), have been proposed.

PRANC: Pseudo RAndom Networks for Compacting deep models

2 code implementations ICCV 2023 Parsa Nooralinejad, Ali Abbasi, Soroush Abbasi Koohpayegani, Kossar Pourahmadi Meibodi, Rana Muhammad Shahroz Khan, Soheil Kolouri, Hamed Pirsiavash

We demonstrate that a deep model can be reparametrized as a linear combination of several randomly initialized and frozen deep models in the weight space.

Image Classification

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