no code implementations • 1 Apr 2024 • Gousia Habib, Shaima Qureshi, Malik ishfaq
The integration of S. P. T. s significantly enhances the model's ability to capture local context, while the Lancoz5 interpolation technique ensures efficient handling of high-resolution images.
no code implementations • 1 Apr 2024 • Gousia Habib, Ishfaq Ahmed Malik, Jameel Ahmad, Imtiaz Ahmed, Shaima Qureshi
Group Normalization computations are accurate across a wide range of batch sizes and are independent of batch size.
no code implementations • 1 Apr 2024 • Sheikh Musa Kaleem, Tufail Rouf, Gousia Habib, Tausifa Jan Saleem, Brejesh lall
Deep learning techniques have been demonstrated to surpass preceding cutting-edge machine learning techniques in recent years, with computer vision being one of the most prominent examples.
no code implementations • 30 Sep 2023 • Gousia Habib, Tausifa Jan Saleem, Brejesh lall
With the rapid development of computer vision, Vision Transformers (ViTs) offer the tantalizing prospect of unified information processing across visual and textual domains.
no code implementations • 4 Feb 2023 • Gousia Habib, Tausifa Jan Saleem, Brejesh lall
A number of model compression methods have been proposed in the literature such as weight quantization, weight multiplexing, pruning and Knowledge Distillation (KD).