Ahmed Imtiaz Humayun
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
9
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICCV | Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts. | 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 | ICLR | What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models. | Ahmed Imtiaz Humayun, Ibtihel Amara, Cristina Nader Vasconcelos, Deepak Ramachandran, Candice Schumann, Junfeng He, Katherine A. Heller, Golnoosh Farnadi, Negar Rostamzadeh, Mohammad Havaei |
| 2025 | ICLR | The Journey Matters: Average Parameter Count over Pre-training Unifies Sparse and Dense Scaling Laws. | Tian Jin, Ahmed Imtiaz Humayun, Utku Evci, Suvinay Subramanian, Amir Yazdanbakhsh, Dan Alistarh, Gintare Karolina Dziugaite |
| 2025 | ICML | Mitigating over-Exploration in Latent Space Optimization using les. | Omer Ronen, Ahmed Imtiaz Humayun, Richard G. Baraniuk, Randall Balestriero, Bin Yu |
| 2024 | COLING | 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 |
| 2024 | ICLR | 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 |
| 2024 | ICML | Deep Networks Always Grok and Here is Why. | Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk |
| 2023 | CVPR | SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries. | Ahmed Imtiaz Humayun, Randall Balestriero, Guha Balakrishnan, Richard G. Baraniuk |
| 2023 | ICDAR | 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 |
| 2022 | CVPR | Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values. | Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk |
| 2022 | ICASSP | No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds. | Ahmed Imtiaz Humayun, Randall Balestriero, Anastasios Kyrillidis, Richard G. Baraniuk |
| 2022 | ICLR | MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining. | Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk |
| 2021 | AIME | Detection of Junctional Ectopic Tachycardia by Central Venous Pressure. | Xin Tan, Yanwan Dai, Ahmed Imtiaz Humayun, Haoze Chen, Genevera I. Allen, Parag N. Jain |
| 2021 | ICASSP | 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 |
| 2021 | ICDAR | 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 |
| 2018 | Interspeech | 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 |