Ahmed Imtiaz Humayun

According to our database, Ahmed Imtiaz Humayun authored at least 29 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning Transferable Features for Implicit Neural Representations.

Kushal Vyas, Ahmed Imtiaz Humayun, Aniket Dashpute, Richard G. Baraniuk, Ashok Veeraraghavan, Guha Balakrishnan

CoRR, 2024

Self-Improving Diffusion Models with Synthetic Data.

Sina Alemohammad, Ahmed Imtiaz Humayun, Shruti Agarwal, John P. Collomosse, Richard G. Baraniuk

CoRR, 2024

Understanding the Local Geometry of Generative Model Manifolds.

Ahmed Imtiaz Humayun, Ibtihel Amara, Candice Schumann, Golnoosh Farnadi, Negar Rostamzadeh, Mohammad Havaei

CoRR, 2024

On the Geometry of Deep Learning.

Randall Balestriero, Ahmed Imtiaz Humayun, Richard G. Baraniuk

CoRR, 2024

ScaLES: Scalable Latent Exploration Score for Pre-Trained Generative Networks.

Omer Ronen, Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk, Bin Yu

CoRR, 2024

Deep Networks Always Grok and Here is Why.

Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Self-Consuming Generative Models Go MAD.

Sina Alemohammad, Josue Casco-Rodriguez, Lorenzo Luzi, Ahmed Imtiaz Humayun, Hossein Babaei, Daniel LeJeune, Ali Siahkoohi, Richard G. Baraniuk

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Unicode Normalization and Grapheme Parsing of Indic Languages.

Md. Nazmuddoha Ansary, Quazi Adibur Rahman Adib, Tahsin Reasat, Asif Shahriyar Sushmit, Ahmed Imtiaz Humayun, Sazia Morshed Mehnaz, Kanij Fatema, Mohammad Mamun Or Rashid, Farig Sadeque

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Training Dynamics of Deep Network Linear Regions.

Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk

CoRR, 2023

Abugida Normalizer and Parser for Unicode texts.

Md. Nazmuddoha Ansary, Quazi Adibur Rahman Adib, Tahsin Reasat, Sazia Morshed Mehnaz, Asif Shahriyar Sushmit, Ahmed Imtiaz Humayun, Mohammad Mamun Or Rashid, Farig Sadeque

CoRR, 2023

OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking.

Fazle Rabbi Rakib, Souhardya Saha Dip, Samiul Alam, Nazia Tasnim, Md. Istiak Hossain Shihab, Md. Nazmuddoha Ansary, Syed Mobassir Hossen, Marsia Haque Meghla, Mamunur Mamun, Farig Sadeque, Sayma Sultana Chowdhury, Tahsin Reasat, Asif Shahriyar Sushmit, Ahmed Imtiaz Humayun

CoRR, 2023

BaDLAD: A Large Multi-Domain Bengali Document Layout Analysis Dataset.

Md. Istiak Hossain Shihab, Md. Rakibul Hasan, Mahfuzur Rahman Emon, Syed Mobassir Hossen, Md. Nazmuddoha Ansary, Intesur Ahmed, Fazle Rabbi Rakib, Shahriar Elahi Dhruvo, Souhardya Saha Dip, Akib Hasan Pavel, Marsia Haque Meghla, Md. Rezwanul Haque, Sayma Sultana Chowdhury, Farig Sadeque, Tahsin Reasat, Ahmed Imtiaz Humayun, Asif Shahriyar Sushmit

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries.

Ahmed Imtiaz Humayun, Randall Balestriero, Guha Balakrishnan, Richard G. Baraniuk

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Bengali Common Voice Speech Dataset for Automatic Speech Recognition.

Samiul Alam, Asif Shahriyar Sushmit, Zaowad Abdullah, Shahrin Nakkhatra, Md. Nazmuddoha Ansary, Syed Mobassir Hossen, Sazia Morshed Mehnaz, Tahsin Reasat, Ahmed Imtiaz Humayun

CoRR, 2022

MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining.

Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk

Proceedings of the Tenth International Conference on Learning Representations, 2022

No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds.

Ahmed Imtiaz Humayun, Randall Balestriero, Anastasios Kyrillidis, Richard G. Baraniuk

Proceedings of the IEEE International Conference on Acoustics, 2022

Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values.

Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

A Large Multi-target Dataset of Common Bengali Handwritten Graphemes.

Samiul Alam, Tahsin Reasat, Asif Shahriyar Sushmit, Sadi Mohammad Siddiquee, Fuad Rahman, Mahady Hasan, Ahmed Imtiaz Humayun

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Wearing A Mask: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels.

Sina Alemohammad, Hossein Babaei, Randall Balestriero, Matt Y. Cheung, Ahmed Imtiaz Humayun, Daniel LeJeune, Naiming Liu, Lorenzo Luzi, Jasper Tan, Zichao Wang, Richard G. Baraniuk

Proceedings of the IEEE International Conference on Acoustics, 2021

Detection of Junctional Ectopic Tachycardia by Central Venous Pressure.

Xin Tan, Yanwan Dai, Ahmed Imtiaz Humayun, Haoze Chen, Genevera I. Allen, Parag N. Jain

Proceedings of the Artificial Intelligence in Medicine, 2021

2020

Towards Domain Invariant Heart Sound Abnormality Detection Using Learnable Filterbanks.

Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Md. Istiaq Ansari, Zhe Feng, Taufiq Hasan

IEEE J. Biomed. Health Informatics, 2020

Multi-label Classification of Common Bengali Handwritten Graphemes: Dataset and Challenge.

Samiul Alam, Tahsin Reasat, Asif Shahriyar Sushmit, Sadi Mohammad Siddiquee, Fuad Rahman, Mahady Hasan, Ahmed Imtiaz Humayun

CoRR, 2020

2019

X-Ray Image Compression Using Convolutional Recurrent Neural Networks.

Asif Shahriyar Sushmit, Shakib Uz Zaman, Ahmed Imtiaz Humayun, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets.

Ahmed Imtiaz Humayun, Asif Shahriyar Sushmit, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018.

Sharif Amit Kamran, Ahmed Imtiaz Humayun, Samiul Alam, Rashed Mohammad Doha, Manash Kumar Mandal, Tahsin Reasat, Fuad Rahman

CoRR, 2018

NumtaDB - Assembled Bengali Handwritten Digits.

Samiul Alam, Tahsin Reasat, Rashed Mohammad Doha, Ahmed Imtiaz Humayun

CoRR, 2018

Predictive Real-Time Beat Tracking from Music for Embedded Application.

Irfan Al-Hussaini, Ahmed Imtiaz Humayun, Samiul Alam, Shariful Islam Foysal, Abdullah Al Masud, Arafat Mahmud, Rakibul Islam Chowdhury, Nabil Ibtehaz, Sums Uz Zaman, Rakib Hyder, Sayeed Shafayet Chowdhury, Mohammad Ariful Haque

Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification.

Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection.

Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018