متابعة
Soroush Abbasi Koohpayegani
Soroush Abbasi Koohpayegani
 Machine Learning Research Engineer
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Adaptive token sampling for efficient vision transformers‏
M Fayyaz, SA Koohpayegani, FR Jafari, S Sengupta, HRV Joze, ...‏
European Conference on Computer Vision, 396-414, 2022‏
2012022
Backdoor attacks on self-supervised learning‏
A Saha, A Tejankar, SA Koohpayegani, H Pirsiavash‏
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022‏
1262022
Mean Shift for Self-Supervised Learning‏
SA Koohpayegani, A Tejankar, H Pirsiavash‏
International Conference on Computer Vision (ICCV) 2021, 2021‏
1082021
Compress: Self-supervised learning by compressing representations‏
SA Koohpayegani, A Tejankar, H Pirsiavash‏
Advances in Neural Information Processing Systems (NeurIPS) 2020 33, 12980 …, 2020‏
105*2020
Compgs: Smaller and faster gaussian splatting with vector quantization‏
KL Navaneet, K Pourahmadi Meibodi, S Abbasi Koohpayegani, ...‏
European Conference on Computer Vision, 330-349, 2024‏
66*2024
ISD: Self-supervised learning by iterative similarity distillation‏
A Tejankar, SA Koohpayegani, V Pillai, P Favaro, H Pirsiavash‏
International Conference on Computer Vision (ICCV) 2021, 9609-9618, 2021‏
632021
Sima: Simple softmax-free attention for vision transformers‏
SA Koohpayegani, H Pirsiavash‏
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024‏
382024
Nola: Compressing lora using linear combination of random basis‏
SA Koohpayegani, KL Navaneet, P Nooralinejad, S Kolouri, H Pirsiavash‏
arXiv preprint arXiv:2310.02556, 2023‏
26*2023
Consistent explanations by contrastive learning‏
V Pillai, SA Koohpayegani, A Ouligian, D Fong, H Pirsiavash‏
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022‏
242022
Simreg: Regression as a simple yet effective tool for self-supervised knowledge distillation‏
KL Navaneet, SA Koohpayegani, A Tejankar, H Pirsiavash‏
arXiv preprint arXiv:2201.05131, 2022‏
232022
A closer look at robustness of vision transformers to backdoor attacks‏
A Subramanya, SA Koohpayegani, A Saha, A Tejankar, H Pirsiavash‏
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024‏
22*2024
Constrained mean shift using distant yet related neighbors for representation learning‏
KL Navaneet, S Abbasi Koohpayegani, A Tejankar, K Pourahmadi, ...‏
European Conference on Computer Vision, 23-41, 2022‏
132022
Pranc: Pseudo random networks for compacting deep models‏
P Nooralinejad, A Abbasi, SA Koohpayegani, KP Meibodi, RMS Khan, ...‏
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023‏
112023
SlowFormer: Adversarial Attack on Compute and Energy Consumption of Efficient Vision Transformers‏
KL Navaneet, SA Koohpayegani, E Sleiman, H Pirsiavash‏
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024‏
5*2024
Adaptive Token Sampling for Efficient Transformer‏
M Fayyaz, SA KOOHPAYEGANI, ECW Sommerlade, HV JOZE‏
US Patent App. 17/525,908, 2023‏
22023
GeNIe: Generative Hard Negative Images Through Diffusion‏
SA Koohpayegani, A Singh, KL Navaneet, H Jamali-Rad, H Pirsiavash‏
arXiv preprint arXiv:2312.02548, 2023‏
12023
Multi-agent lifelong implicit neural learning‏
S Kolouri, A Abbasi, SA Koohpayegani, P Nooralinejad, H Pirsiavash‏
IEEE Signal Processing Letters 30, 1812-1816, 2023‏
12023
MCNC: Manifold-constrained reparameterization for neural compression‏
C Thrash, R Andreas, A Abbasi, P Nooralinejad, SA Koohpayegani, ...‏
The Thirteenth International Conference on Learning Representations, 2025‏
2025
MCNC: Manifold Constrained Network Compression‏
C Thrash, A Abbasi, P Nooralinejad, SA Koohpayegani, R Andreas, ...‏
arXiv preprint arXiv:2406.19301, 2024‏
2024
Self-Supervised Learning by Compressing Representations for Lightweight Models‏
SA Koohpayegani‏
University of Maryland, Baltimore County, 2022‏
2022
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مقالات 1–20