Search Results for author: Mohammad Mahmudul Alam

Found 8 papers, 7 papers with code

Recasting Self-Attention with Holographic Reduced Representations

1 code implementation31 May 2023 Mohammad Mahmudul Alam, Edward Raff, Stella Biderman, Tim Oates, James Holt

In recent years, self-attention has become the dominant paradigm for sequence modeling in a variety of domains.

Malware Detection

Lempel-Ziv Networks

no code implementations23 Nov 2022 Rebecca Saul, Mohammad Mahmudul Alam, John Hurwitz, Edward Raff, Tim Oates, James Holt

Recurrent neural nets have been successful in processing sequences for a number of tasks; however, they are known to be both ineffective and computationally expensive when applied to very long sequences.

Malware Classification

Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations

1 code implementation13 Jun 2022 Mohammad Mahmudul Alam, Edward Raff, Tim Oates, James Holt

Due to the computational cost of running inference for a neural network, the need to deploy the inferential steps on a third party's compute environment or hardware is common.

Unified Learning Approach for Egocentric Hand Gesture Recognition and Fingertip Detection

1 code implementation6 Jan 2021 Mohammad Mahmudul Alam, Mohammad Tariqul Islam, S. M. Mahbubur Rahman

The proposed algorithm uses a single convolutional neural network to predict the probabilities of finger class and positions of fingertips in one forward propagation.

Fingertip Detection Hand Gesture Recognition

Affine transformation of virtual 3D object using 2D localization of fingertips

1 code implementation27 Oct 2020 Mohammad Mahmudul Alam, S. M. Mahbubur Rahman

One purpose of VR environments is to transform a virtual 3D object with affine parameters by using the gesture of thumb and index fingers.

Fingertip Detection Hand Detection +3

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