Publications

A Walsh Hadamard Derived Linear Vector Symbolic Architecture

Mohammad Mahmudul Alam, Alexander Oberle, Edward Raff, Stella Biderman, Tim Oates, James Holt

In 38th Annual Conference on Neural Information Processing Systems (NeurIPS), December 2024, Vancouver, Canada.

In 38th NeurIPS Workshop on NeuroAI: Fusing Neuroscience and AI for Intelligent Solutions Workshop, December 2024, Vancouver, Canada.

Automated Virtual Product Placement and Assessment in Images using Diffusion Models

Mohammad Mahmudul Alam, Negin Sokhandan, Emmett Goodman

In 6th AI for Content Creation (AI4CC) workshop at CVPR, June 2024, Seattle WA, USA.

Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection

Mohammad Mahmudul Alam, Edward Raff, Stella Biderman, Tim Oates, James Holt

In 27th International Conference on Artificial Intelligence and Statistics (AISTATS), May 2024, Valencia, Spain.

In 38th Annual AAAI Workshop on Artificial Intelligence for Cyber Security (AICS), February 2024, Vancouver, Canada.

Towards Generalization in Subitizing with Neuro-Symbolic Loss using Holographic Reduced Representations

Mohammad Mahmudul Alam, Edward Raff, Tim Oates

In 38th AAAI Workshop on Neuro-Symbolic Learning and Reasoning in the Era of Large Language Models (NuCLeaR), February 2024, Vancouver, Canada.

DDxT: Deep Generative Transformer Models for Differential Diagnosis

Mohammad Mahmudul Alam, Edward Raff, Tim Oates, Cynthia Matuszek

In 37th NeurIPS Workshop on Deep Generative Models for Health, December 2023, New Orleans, LA, USA.

Recasting Self-Attention with Holographic Reduced Representations

Mohammad Mahmudul Alam, Edward Raff, Stella Biderman, Tim Oates, James Holt

In 40th International Conference on Machine Learning (ICML), July 2023, Honolulu, HI, USA.

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

Mohammad Mahmudul Alam, Edward Raff, Tim Oates, James Holt

In 39th International Conference on Machine Learning (ICML), July 2022, Baltimore, MD, USA.

Detection and Tracking of Fingertips for Geometric Transformation of Objects in Virtual Environment

Mohammad Mahmudul Alam, S. M. Mahbubur Rahman

In 16th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA), November 2019, Abu Dhabi, UAE.