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Mohammed Adnan

2 accepted papers

2025

Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight Symmetry

ICML 2025poster

The Lottery Ticket Hypothesis (LTH) suggests there exists a sparse LTH mask and weights that achieve the same generalization performance as the dense model while using significantly fewer parameters. However, finding a LTH solution is computationally expensive, and a LTH sparsity mask does not gener…

2020

Learning Permutation Invariant Representations using Memory Networks

ECCV 2020poster

Many real-world tasks such as classification of digital histopathological images and 3D object detection involve learning from a set of instances. In these cases, only a group of instances or a set, collectively, contains meaningful information and therefore only the sets have labels, and not indivi…

Cited by 24SourcePDFScholar