Ahmed Imtiaz Humayun

49 papers A* 9A 1B 1Misc 2Journal 29Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	EraseBench: Understanding The Ripple Effects of Concept Erasure Techniques. CoRR Ibtihel Amara, Ahmed Imtiaz Humayun, Ivana Kajic, Zarana Parekh, Natalie Harris, Sarah Young, Chirag Nagpal, Najoung Kim, Junfeng He, Cristina Nader Vasconcelos, Deepak Ramachandran, Golnoosh Farnadi, Katherine A. Heller, Mohammad Havaei, Negar Rostamzadeh
2025	J	`jnl`	GrokAlign: Geometric Characterisation and Acceleration of Grokking. CoRR Thomas Walker, Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
2025	A*	`conf`	Mitigating over-Exploration in Latent Space Optimization using les. ICML Omer Ronen, Ahmed Imtiaz Humayun, Richard G. Baraniuk, Randall Balestriero, Bin Yu
2025	J	`jnl`	RegSpeech12: A Regional Corpus of Bengali Spontaneous Speech Across Dialects. CoRR Md. Rezuwan Hassan, Azmol Hossain, Kanij Fatema, Rubayet Sabbir Faruque, Tanmoy Shome, Ruwad Naswan, Trina Chakraborty, Md Foriduzzaman Zihad, Tawsif Tashwar Dipto, Nazia Tasnim, Md. Nazmuddoha Ansary, Md. Mehedi Hasan Shawon, Ahmed Imtiaz Humayun, Md. Golam Rabiul Alam, Farig Sadeque, Asif Shahriyar Sushmit
2025	A*	`conf`	The Journey Matters: Average Parameter Count over Pre-training Unifies Sparse and Dense Scaling Laws. ICLR Tian Jin, Ahmed Imtiaz Humayun, Utku Evci, Suvinay Subramanian, Amir Yazdanbakhsh, Dan Alistarh, Gintare Karolina Dziugaite
2025	J	`jnl`	The Journey Matters: Average Parameter Count over Pre-training Unifies Sparse and Dense Scaling Laws. CoRR Tian Jin, Ahmed Imtiaz Humayun, Utku Evci, Suvinay Subramanian, Amir Yazdanbakhsh, Dan Alistarh, Gintare Karolina Dziugaite
2025	A*	`conf`	What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models. ICLR Ahmed Imtiaz Humayun, Ibtihel Amara, Cristina Nader Vasconcelos, Deepak Ramachandran, Candice Schumann, Junfeng He, Katherine A. Heller, Golnoosh Farnadi, Negar Rostamzadeh, Mohammad Havaei
2024	A*	`conf`	Deep Networks Always Grok and Here is Why. ICML Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
2024	J	`jnl`	Deep Networks Always Grok and Here is Why. CoRR Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
2024	A*	`conf`	Learning Transferable Features for Implicit Neural Representations. NeurIPS Kushal Kardam Vyas, Ahmed Imtiaz Humayun, Aniket Dashpute, Richard G. Baraniuk, Ashok Veeraraghavan, Guha Balakrishnan
2024	J	`jnl`	Learning Transferable Features for Implicit Neural Representations. CoRR Kushal Vyas, Ahmed Imtiaz Humayun, Aniket Dashpute, Richard G. Baraniuk, Ashok Veeraraghavan, Guha Balakrishnan
2024	J	`jnl`	On the Geometry of Deep Learning. CoRR Randall Balestriero, Ahmed Imtiaz Humayun, Richard G. Baraniuk
2024	J	`jnl`	ScaLES: Scalable Latent Exploration Score for Pre-Trained Generative Networks. CoRR Omer Ronen, Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk, Bin Yu
2024	A*	`conf`	Self-Consuming Generative Models Go MAD. ICLR Sina Alemohammad, Josue Casco-Rodriguez, Lorenzo Luzi, Ahmed Imtiaz Humayun, Hossein Babaei, Daniel LeJeune, Ali Siahkoohi, Richard G. Baraniuk
2024	J	`jnl`	Self-Improving Diffusion Models with Synthetic Data. CoRR Sina Alemohammad, Ahmed Imtiaz Humayun, Shruti Agarwal, John P. Collomosse, Richard G. Baraniuk
2024	J	`jnl`	Understanding the Local Geometry of Generative Model Manifolds. CoRR Ahmed Imtiaz Humayun, Ibtihel Amara, Candice Schumann, Golnoosh Farnadi, Negar Rostamzadeh, Mohammad Havaei
2024	—	`conf`	Unicode Normalization and Grapheme Parsing of Indic Languages. LREC/COLING 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
2023	J	`jnl`	Abugida Normalizer and Parser for Unicode texts. CoRR Md. Nazmuddoha Ansary, Quazi Adibur Rahman Adib, Tahsin Reasat, Sazia Morshed Mehnaz, Asif Shahriyar Sushmit, Ahmed Imtiaz Humayun, Mohammad Mamun Or Rashid, Farig Sadeque
2023	—	`conf`	BaDLAD: A Large Multi-Domain Bengali Document Layout Analysis Dataset. ICDAR (1) 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
2023	J	`jnl`	BaDLAD: A Large Multi-Domain Bengali Document Layout Analysis Dataset. CoRR 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
2023	J	`jnl`	OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking. CoRR 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
2023	J	`jnl`	Self-Consuming Generative Models Go MAD. CoRR Sina Alemohammad, Josue Casco-Rodriguez, Lorenzo Luzi, Ahmed Imtiaz Humayun, Hossein Babaei, Daniel LeJeune, Ali Siahkoohi, Richard G. Baraniuk
2023	A*	`conf`	SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries. CVPR Ahmed Imtiaz Humayun, Randall Balestriero, Guha Balakrishnan, Richard G. Baraniuk
2023	J	`jnl`	SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries. CoRR Ahmed Imtiaz Humayun, Randall Balestriero, Guha Balakrishnan, Richard G. Baraniuk
2023	J	`jnl`	Training Dynamics of Deep Network Linear Regions. CoRR Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
2022	J	`jnl`	Bengali Common Voice Speech Dataset for Automatic Speech Recognition. CoRR Samiul Alam, Asif Shahriyar Sushmit, Zaowad Abdullah, Shahrin Nakkhatra, Md. Nazmuddoha Ansary, Syed Mobassir Hossen, Sazia Morshed Mehnaz, Tahsin Reasat, Ahmed Imtiaz Humayun
2022	A*	`conf`	MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining. ICLR Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
2022	Misc	`conf`	No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds. ICASSP Ahmed Imtiaz Humayun, Randall Balestriero, Anastasios Kyrillidis, Richard G. Baraniuk
2022	J	`jnl`	No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds. CoRR Ahmed Imtiaz Humayun, Randall Balestriero, Anastasios Kyrillidis, Richard G. Baraniuk
2022	A*	`conf`	Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values. CVPR Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
2022	J	`jnl`	Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values. CoRR Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
2021	—	`conf`	A Large Multi-target Dataset of Common Bengali Handwritten Graphemes. ICDAR (4) Samiul Alam, Tahsin Reasat, Asif Shahriyar Sushmit, Sadi Mohammad Siddiquee, Fuad Rahman, Mahady Hasan, Ahmed Imtiaz Humayun
2021	B	`conf`	Detection of Junctional Ectopic Tachycardia by Central Venous Pressure. AIME Xin Tan, Yanwan Dai, Ahmed Imtiaz Humayun, Haoze Chen, Genevera I. Allen, Parag N. Jain
2021	J	`jnl`	MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining. CoRR Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk
2021	Misc	`conf`	Wearing A Mask: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels. ICASSP 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
2020	J	`jnl`	Multi-label Classification of Common Bengali Handwritten Graphemes: Dataset and Challenge. CoRR Samiul Alam, Tahsin Reasat, Asif Shahriyar Sushmit, Sadi Mohammad Siddiquee, Fuad Rahman, Mahady Hasan, Ahmed Imtiaz Humayun
2020	J	`jnl`	Towards Domain Invariant Heart Sound Abnormality Detection Using Learnable Filterbanks. IEEE J. Biomed. Health Informatics Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Md. Istiaq Ansari, Zhe Feng, Taufiq Hasan
2020	J	`jnl`	Wearing a MASK: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels. CoRR 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
2019	—	`conf`	End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets. BHI Ahmed Imtiaz Humayun, Asif Shahriyar Sushmit, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan
2019	J	`jnl`	End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets. CoRR Ahmed Imtiaz Humayun, Asif Shahriyar Sushmit, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan
2019	—	`conf`	X-Ray Image Compression Using Convolutional Recurrent Neural Networks. BHI Asif Shahriyar Sushmit, Shakib Uz Zaman, Ahmed Imtiaz Humayun, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan
2019	J	`jnl`	X-Ray Image Compression Using Convolutional Recurrent Neural Networks. CoRR Asif Shahriyar Sushmit, Shakib Uz Zaman, Ahmed Imtiaz Humayun, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan
2018	J	`jnl`	AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018. CoRR Sharif Amit Kamran, Ahmed Imtiaz Humayun, Samiul Alam, Rashed Mohammad Doha, Manash Kumar Mandal, Tahsin Reasat, Fuad Rahman
2018	A	`conf`	An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification. INTERSPEECH Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
2018	J	`jnl`	An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification. CoRR Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
2018	—	`conf`	Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection. EMBC Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
2018	J	`jnl`	Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection. CoRR Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
2018	J	`jnl`	NumtaDB - Assembled Bengali Handwritten Digits. CoRR Samiul Alam, Tahsin Reasat, Rashed Mohammad Doha, Ahmed Imtiaz Humayun
2018	—	`conf`	Predictive Real-Time Beat Tracking from Music for Embedded Application. MIPR 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