Ahmed Imtiaz Humayun

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 36

Top Topics

Handwritten Digits

Automatic Speech Recognition

Recurrent Neural Networks

Supervised And Unsupervised Learning

Top Venues

Publications

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
Unicode Normalization and Grapheme Parsing of Indic Languages. LREC/COLING (2024)
Omer Ronen, Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk, Bin Yu
ScaLES: Scalable Latent Exploration Score for Pre-Trained Generative Networks. CoRR (2024)
Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
Deep Networks Always Grok and Here is Why. CoRR (2024)
Sina Alemohammad, Josue Casco-Rodriguez, Lorenzo Luzi, Ahmed Imtiaz Humayun, Hossein Babaei, Daniel LeJeune, Ali Siahkoohi, Richard G. Baraniuk
Self-Consuming Generative Models Go MAD. ICLR (2024)
Sina Alemohammad, Josue Casco-Rodriguez, Lorenzo Luzi, Ahmed Imtiaz Humayun, Hossein Babaei, Daniel LeJeune, Ali Siahkoohi, Richard G. Baraniuk
Self-Consuming Generative Models Go MAD. CoRR (2023)
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
BaDLAD: A Large Multi-Domain Bengali Document Layout Analysis Dataset. ICDAR (1) (2023)
Ahmed Imtiaz Humayun, Randall Balestriero, Guha Balakrishnan, Richard G. Baraniuk
SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries. CoRR (2023)
Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
Training Dynamics of Deep Network Linear Regions. CoRR (2023)
Md. Nazmuddoha Ansary, Quazi Adibur Rahman Adib, Tahsin Reasat, Sazia Morshed Mehnaz, Asif Shahriyar Sushmit, Ahmed Imtiaz Humayun, Mohammad Mamun Or Rashid, Farig Sadeque
Abugida Normalizer and Parser for Unicode texts. CoRR (2023)
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
BaDLAD: A Large Multi-Domain Bengali Document Layout Analysis Dataset. CoRR (2023)
Ahmed Imtiaz Humayun, Randall Balestriero, Guha Balakrishnan, Richard G. Baraniuk
SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries. CVPR (2023)
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
OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking. CoRR (2023)
Ahmed Imtiaz Humayun, Randall Balestriero, Anastasios Kyrillidis, Richard G. Baraniuk
No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds. ICASSP (2022)
Samiul Alam, Asif Shahriyar Sushmit, Zaowad Abdullah, Shahrin Nakkhatra, MD. Nazmuddoha Ansary, Syed Mobassir Hossen, Sazia Morshed Mehnaz, Tahsin Reasat, Ahmed Imtiaz Humayun
Bengali Common Voice Speech Dataset for Automatic Speech Recognition. CoRR (2022)
Ahmed Imtiaz Humayun, Randall Balestriero, Anastasios Kyrillidis, Richard G. Baraniuk
No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds. CoRR (2022)
Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values. CoRR (2022)
Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining. ICLR (2022)
Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values. CVPR (2022)
Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining. CoRR (2021)
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
Wearing A Mask: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels. ICASSP (2021)
Samiul Alam, Tahsin Reasat, Asif Shahriyar Sushmit, Sadi Mohammad Siddiquee, Fuad Rahman, Mahady Hasan, Ahmed Imtiaz Humayun
A Large Multi-target Dataset of Common Bengali Handwritten Graphemes. ICDAR (4) (2021)
Xin Tan, Yanwan Dai, Ahmed Imtiaz Humayun, Haoze Chen, Genevera I. Allen, Parag N. Jain
Detection of Junctional Ectopic Tachycardia by Central Venous Pressure. AIME (2021)
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
Wearing a MASK: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels. CoRR (2020)
Samiul Alam, Tahsin Reasat, Asif Shahriyar Sushmit, Sadi Mohammad Siddiquee, Fuad Rahman, Mahady Hasan, Ahmed Imtiaz Humayun
Multi-label Classification of Common Bengali Handwritten Graphemes: Dataset and Challenge. CoRR (2020)
Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Md. Istiaq Ansari, Zhe Feng, Taufiq Hasan
Towards Domain Invariant Heart Sound Abnormality Detection Using Learnable Filterbanks. IEEE J. Biomed. Health Informatics 24 (8) (2020)
Asif Shahriyar Sushmit, Shakib Uz Zaman, Ahmed Imtiaz Humayun, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan
X-Ray Image Compression Using Convolutional Recurrent Neural Networks. BHI (2019)
Ahmed Imtiaz Humayun, Asif Shahriyar Sushmit, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan
End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets. BHI (2019)
Ahmed Imtiaz Humayun, Asif Shahriyar Sushmit, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan
End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets. CoRR (2019)
Asif Shahriyar Sushmit, Shakib Uz Zaman, Ahmed Imtiaz Humayun, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan
X-Ray Image Compression Using Convolutional Recurrent Neural Networks. CoRR (2019)
Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification. CoRR (2018)
Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification. INTERSPEECH (2018)
Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection. EMBC (2018)
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
Predictive Real-Time Beat Tracking from Music for Embedded Application. MIPR (2018)
Samiul Alam, Tahsin Reasat, Rashed Mohammad Doha, Ahmed Imtiaz Humayun
NumtaDB - Assembled Bengali Handwritten Digits. CoRR (2018)
Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection. CoRR (2018)
Sharif Amit Kamran, Ahmed Imtiaz Humayun, Samiul Alam, Rashed Mohammad Doha, Manash Kumar Mandal, Tahsin Reasat, Fuad Rahman
AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018. CoRR (2018)