Hamed Pirsiavash
University of Maryland, Baltimore County
H-index: 36
North America-United States
Top articles of Hamed Pirsiavash
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Closer Look at Robustness of Vision Transformers to Backdoor Attacks | Akshayvarun Subramanya Soroush Abbasi Koohpayegani Aniruddha Saha Ajinkya Tejankar Hamed Pirsiavash | 2024 | |
Sima: Simple softmax-free attention for vision transformers | Soroush Abbasi Koohpayegani Hamed Pirsiavash | 2024 | |
One Category One Prompt: Dataset Distillation using Diffusion Models | arXiv preprint arXiv:2403.07142 | Ali Abbasi Ashkan Shahbazi Hamed Pirsiavash Soheil Kolouri | 2024/3/11 |
A collective AI via lifelong learning and sharing at the edge | Nature Machine Intelligence | Andrea Soltoggio Eseoghene Ben-Iwhiwhu Vladimir Braverman Eric Eaton Benjamin Epstein | 2024/3 |
Compact3d: Compressing gaussian splat radiance field models with vector quantization | arXiv preprint arXiv:2311.18159 | KL Navaneet Kossar Pourahmadi Meibodi Soroush Abbasi Koohpayegani Hamed Pirsiavash | 2023/11/30 |
Defending against patch-based backdoor attacks on self-supervised learning | Ajinkya Tejankar Maziar Sanjabi Qifan Wang Sinong Wang Hamed Firooz | 2023 | |
BrainWash: A Poisoning Attack to Forget in Continual Learning | arXiv preprint arXiv:2311.11995 | Ali Abbasi Parsa Nooralinejad Hamed Pirsiavash Soheil Kolouri | 2023/11/20 |
MASTAF: a model-agnostic spatio-temporal attention fusion network for few-shot video classification | Xin Liu Huanle Zhang Hamed Pirsiavash | 2023 | |
SlowFormer: Universal Adversarial Patch for Attack on Compute and Energy Efficiency of Inference Efficient Vision Transformers | arXiv preprint arXiv:2310.02544 | KL Navaneet Soroush Abbasi Koohpayegani Essam Sleiman Hamed Pirsiavash | 2023/10/4 |
GeNIe: Generative Hard Negative Images Through Diffusion | arXiv preprint arXiv:2312.02548 | Soroush Abbasi Koohpayegani Anuj Singh KL Navaneet Hadi Jamali-Rad Hamed Pirsiavash | 2023/12/5 |
NOLA: Networks as Linear Combination of Low Rank Random Basis | arXiv preprint arXiv:2310.02556 | Soroush Abbasi Koohpayegani KL Navaneet Parsa Nooralinejad Soheil Kolouri Hamed Pirsiavash | 2023/10/4 |
Multi-Agent Lifelong Implicit Neural Learning | IEEE Signal Processing Letters | Soheil Kolouri Ali Abbasi Soroush Abbasi Koohpayegani Parsa Nooralinejad Hamed Pirsiavash | 2023/11/30 |
Amenable sparse network investigator | Saeed Damadi Erfan Nouri Hamed Pirsiavash | 2023 | |
Surveying Nutrient Assessment with Photographs of Meals (SNAPMe): A Benchmark Dataset of Food Photos for Dietary Assessment | Nutrients | Jules A Larke Elizabeth L Chin Yasmine Y Bouzid Tu Nguyen Yael Vainberg | 2023/11/30 |
A cookbook of self-supervised learning | arXiv preprint arXiv:2304.12210 | Randall Balestriero Mark Ibrahim Vlad Sobal Ari Morcos Shashank Shekhar | 2023/4/24 |
Consistent explanations by contrastive learning | Vipin Pillai Soroush Abbasi Koohpayegani Ashley Ouligian Dennis Fong Hamed Pirsiavash | 2022 | |
Constrained mean shift using distant yet related neighbors for representation learning | KL Navaneet Soroush Abbasi Koohpayegani Ajinkya Tejankar Kossar Pourahmadi Akshayvarun Subramanya | 2022/10/23 | |
Backdoor attacks on self-supervised learning | Aniruddha Saha Ajinkya Tejankar Soroush Abbasi Koohpayegani Hamed Pirsiavash | 2022 | |
Adaptive token sampling for efficient vision transformers | Mohsen Fayyaz Soroush Abbasi Koohpayegani Farnoush Rezaei Jafari Sunando Sengupta Hamid Reza Vaezi Joze | 2022/10/23 | |
Sparsity and heterogeneous dropout for continual learning in the null space of neural activations | Ali Abbasi Parsa Nooralinejad Vladimir Braverman Hamed Pirsiavash Soheil Kolouri | 2022/11/28 |
Co-Authors
