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Soroush Abbasi Koohpayegani
Soroush Abbasi Koohpayegani
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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
972022
Mean Shift for Self-Supervised Learning
SA Koohpayegani, A Tejankar, H Pirsiavash
International Conference on Computer Vision (ICCV) 2021, 2021
852021
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
832022
Compress: Self-supervised learning by compressing representations
SA Koohpayegani, A Tejankar, H Pirsiavash
Advances in Neural Information Processing Systems (NeurIPS) 2020 33, 12980 …, 2020
82*2020
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
532021
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
162022
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
152022
Sima: Simple softmax-free attention for vision transformers
SA Koohpayegani, H Pirsiavash
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
132024
Compact3d: Compressing gaussian splat radiance field models with vector quantization
KL Navaneet, KP Meibodi, SA Koohpayegani, H Pirsiavash
arXiv preprint arXiv:2311.18159, 2023
112023
Backdoor attacks on vision transformers
A Subramanya, A Saha, SA Koohpayegani, A Tejankar, H Pirsiavash
arXiv preprint arXiv:2206.08477, 2022
72022
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
62023
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
62022
NOLA: Networks as linear combination of low rank random basis
SA Koohpayegani, KL Navaneet, P Nooralinejad, S Kolouri, H Pirsiavash
arXiv preprint arXiv:2310.02556, 2023
42023
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, 2023
12023
Adaptive Token Sampling for Efficient Transformer
M Fayyaz, SA KOOHPAYEGANI, ECW Sommerlade, HV JOZE
US Patent App. 17/525,908, 2023
12023
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
2024
GeNIe: Generative Hard Negative Images Through Diffusion
S Abbasi Koohpayegani, A Singh, KL Navaneet, H Jamali-Rad, ...
arXiv e-prints, arXiv: 2312.02548, 2023
2023
SlowFormer: Universal Adversarial Patch for Attack on Compute and Energy Efficiency of Inference Efficient Vision Transformers
KL Navaneet, SA Koohpayegani, E Sleiman, H Pirsiavash
arXiv preprint arXiv:2310.02544, 2023
2023
NOLA: Networks as Linear Combination of Low Rank Random Basis
S Abbasi Koohpayegani, KL Navaneet, P Nooralinejad, S Kolouri, ...
arXiv e-prints, arXiv: 2310.02556, 2023
2023
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Artikelen 1–20