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ORCIDAhmed Imtiaz Humayun
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Journal Articles
- 2020
[j1]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): 2189-2198 (2020)
Conference and Workshop Papers
- 2024
- [c16]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: 17019-17030 - [c15]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 - [c14]Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk:
Deep Networks Always Grok and Here is Why. ICML 2024 - 2023
- [c13]Ahmed Imtiaz Humayun, Randall Balestriero, Guha Balakrishnan, Richard G. Baraniuk:
SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries. CVPR 2023: 3789-3798 - [c12]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: 326-341 - 2022
- [c11]Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk:
Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values. CVPR 2022: 10631-10640 - [c10]Ahmed Imtiaz Humayun, Randall Balestriero, Anastasios Kyrillidis, Richard G. Baraniuk:
No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds. ICASSP 2022: 4433-4437 - [c9]Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk:
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining. ICLR 2022 - 2021
- [c8]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: 258-262 - [c7]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: 2950-2954 - [c6]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: 383-398 - 2019
- [c5]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: 1-5 - [c4]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: 1-4 - 2018
- [c3]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: 1408-1411 - [c2]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: 127-131 - [c1]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: 297-300
Informal and Other Publications
- 2024
- [i24]Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk:
Deep Networks Always Grok and Here is Why. CoRR abs/2402.15555 (2024) - [i23]Omer Ronen, Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk, Bin Yu:
ScaLES: Scalable Latent Exploration Score for Pre-Trained Generative Networks. CoRR abs/2406.09657 (2024) - [i22]Randall Balestriero, Ahmed Imtiaz Humayun, Richard G. Baraniuk:
On the Geometry of Deep Learning. CoRR abs/2408.04809 (2024) - [i21]Ahmed Imtiaz Humayun, Ibtihel Amara, Candice Schumann, Golnoosh Farnadi, Negar Rostamzadeh, Mohammad Havaei:
Understanding the Local Geometry of Generative Model Manifolds. CoRR abs/2408.08307 (2024) - [i20]Sina Alemohammad, Ahmed Imtiaz Humayun, Shruti Agarwal, John P. Collomosse, Richard G. Baraniuk:
Self-Improving Diffusion Models with Synthetic Data. CoRR abs/2408.16333 (2024) - [i19]Kushal Vyas, Ahmed Imtiaz Humayun, Aniket Dashpute, Richard G. Baraniuk, Ashok Veeraraghavan, Guha Balakrishnan:
Learning Transferable Features for Implicit Neural Representations. CoRR abs/2409.09566 (2024) - 2023
- [i18]Ahmed Imtiaz Humayun, Randall Balestriero, Guha Balakrishnan, Richard G. Baraniuk:
SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries. CoRR abs/2302.12828 (2023) - [i17]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 abs/2303.05325 (2023) - [i16]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 abs/2305.09688 (2023) - [i15]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 abs/2306.01743 (2023) - [i14]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 abs/2307.01850 (2023) - [i13]Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk:
Training Dynamics of Deep Network Linear Regions. CoRR abs/2310.12977 (2023) - 2022
- [i12]Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk:
Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values. CoRR abs/2203.01993 (2022) - [i11]Ahmed Imtiaz Humayun, Randall Balestriero, Anastasios Kyrillidis, Richard G. Baraniuk:
No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds. CoRR abs/2203.02502 (2022) - [i10]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 abs/2206.14053 (2022) - 2021
- [i9]Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk:
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining. CoRR abs/2110.08009 (2021) - 2020
- [i8]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 abs/2010.00170 (2020) - [i7]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 abs/2010.13975 (2020) - 2019
- [i6]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 abs/1904.10255 (2019) - [i5]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 abs/1904.12271 (2019) - 2018
- [i4]Samiul Alam, Tahsin Reasat, Rashed Mohammad Doha, Ahmed Imtiaz Humayun:
NumtaDB - Assembled Bengali Handwritten Digits. CoRR abs/1806.02452 (2018) - [i3]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 abs/1806.05892 (2018) - [i2]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 abs/1806.06506 (2018) - [i1]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 abs/1810.04452 (2018)
Coauthor Index
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