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Adnan Mohammed's Projects

depthshrinker icon depthshrinker

[ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan Fu, Haichuan Yang, Jiayi Yuan, Meng Li, Cheng Wan, Raghuraman Krishnamoorthi, Vikas Chandra, Yingyan Lin

dim icon dim

Learning Deep Representations by Mutual Information Estimation and Maximization

fsrnet icon fsrnet

Demo code for our CVPR'18 paper "FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors" (SPOTLIGHT Presentation)

info_ntk icon info_ntk

Information in Infinite Ensembles of Infinitely-Wide Neural Networks - https://arxiv.org/abs/1911.09189

pel icon pel

Parameter-Efficient Long-Tailed Recognition

rnn icon rnn

Recurrent Neural Network library for Torch7's nn

shortcut_masking_rl icon shortcut_masking_rl

Implementation code of Intelligent Masking: Deep Q-Learning for Context Encoding in Medical Image Analysis accepted by Machine Learning in Medical Imaging (MLMI 2022)

vit-pytorch icon vit-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

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