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Muhammad Gul Zain Ali Khan

2 accepted papers

2023

I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification

CVPR 2023highlight

Recent works have shown that unstructured text (documents) from online sources can serve as useful auxiliary information for zero-shot image classification. However, these methods require access to a high-quality source like Wikipedia and are limited to a single source of information. Large Language…

2023

Introducing Language Guidance in Prompt-based Continual Learning

ICCV 2023poster

Continual Learning aims to learn a single model on a sequence of tasks without having access to data from previous tasks. The biggest challenge in the domain still remains catastrophic forgetting: a loss in performance on seen classes of earlier tasks. Some existing methods rely on an expensive repl…

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