Koohpayegani, Soroush Abbasi

15 publications

TMLR 2025 GeNIe: Generative Hard Negative Images Through Diffusion Soroush Abbasi Koohpayegani, Anuj Singh, K L Navaneet, Hamed Pirsiavash, Hadi J. Rad

ICLR 2025 MCNC: Manifold-Constrained Reparameterization for Neural Compression Chayne Thrash, Reed Andreas, Ali Abbasi, Parsa Nooralinejad, Soroush Abbasi Koohpayegani, Hamed Pirsiavash, Soheil Kolouri

WACV 2024 A Closer Look at Robustness of Vision Transformers to Backdoor Attacks Akshayvarun Subramanya, Soroush Abbasi Koohpayegani, Aniruddha Saha, Ajinkya Tejankar, Hamed Pirsiavash

ECCV 2024 CompGS: Smaller and Faster Gaussian Splatting with Vector Quantization K L Navaneet, Kossar Pourahmadi Meibodi, Soroush Abbasi Koohpayegani, Hamed Pirsiavash

ICLR 2024 NOLA: Compressing LoRA Using Linear Combination of Random Basis Soroush Abbasi Koohpayegani, K L Navaneet, Parsa Nooralinejad, Soheil Kolouri, Hamed Pirsiavash

WACV 2024 SimA: Simple SoftMax-Free Attention for Vision Transformers Soroush Abbasi Koohpayegani, Hamed Pirsiavash

CVPR 2024 SlowFormer: Adversarial Attack on Compute and Energy Consumption of Efficient Vision Transformers K L Navaneet, Soroush Abbasi Koohpayegani, Essam Sleiman, Hamed Pirsiavash

ICCV 2023 PRANC: Pseudo RAndom Networks for Compacting Deep Models Parsa Nooralinejad, Ali Abbasi, Soroush Abbasi Koohpayegani, Kossar Pourahmadi Meibodi, Rana Muhammad Shahroz Khan, Soheil Kolouri, Hamed Pirsiavash

ECCV 2022 Adaptive Token Sampling for Efficient Vision Transformers Mohsen Fayyaz, Soroush Abbasi Koohpayegani, Farnoush Rezaei Jafari, Sunando Sengupta, Hamid Reza Vaezi Joze, Eric Sommerlade, Hamed Pirsiavash, Jürgen Gall

CVPR 2022 Backdoor Attacks on Self-Supervised Learning Aniruddha Saha, Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Hamed Pirsiavash

CVPR 2022 Consistent Explanations by Contrastive Learning Vipin Pillai, Soroush Abbasi Koohpayegani, Ashley Ouligian, Dennis Fong, Hamed Pirsiavash

ECCV 2022 Constrained Mean Shift Using Distant yet Related Neighbors for Representation Learning K L Navaneet, Soroush Abbasi Koohpayegani, Ajinkya Tejankar, Kossar Pourahmadi, Akshayvarun Subramanya, Hamed Pirsiavash

ICCV 2021 ISD: Self-Supervised Learning by Iterative Similarity Distillation Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Vipin Pillai, Paolo Favaro, Hamed Pirsiavash

ICCV 2021 Mean Shift for Self-Supervised Learning Soroush Abbasi Koohpayegani, Ajinkya Tejankar, Hamed Pirsiavash

NeurIPS 2020 CompRess: Self-Supervised Learning by Compressing Representations Soroush Abbasi Koohpayegani, Ajinkya Tejankar, Hamed Pirsiavash