Koohpayegani, Soroush Abbasi
- CompGS: Smaller and Faster Gaussian Splatting with Vector Quantization
2023/11/30 by K L Navaneet, Navaneet, KL, Kossar Pourahmadi Meibodi +5 · 47 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Adaptive Token Sampling For Efficient Vision Transformers
2021/11/30 by Fayyaz, Mohsen, Koohpayegani, Soroush Abbasi, Jafari, Farnoush Rezaei +5 · 29 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Backdoor Attacks on Self-Supervised Learning
2021/05/21 by Aniruddha Saha, Saha, Aniruddha, Ajinkya Tejankar +5 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- SimA: Simple Softmax-free Attention for Vision Transformers
2022/06/17 by Soroush Abbasi Koohpayegani, Koohpayegani, Soroush Abbasi, Hamed Pirsiavash +1 · 5 citations
Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Advanced Memory and Neural Computing #Advanced Neural Network Applications
- Mean Shift for Self-Supervised Learning
2021/05/15 by Koohpayegani, Soroush Abbasi, Tejankar, Ajinkya, Pirsiavash, Hamed · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- CompRess: Self-Supervised Learning by Compressing Representations
2020/10/28 by Koohpayegani, Soroush Abbasi, Tejankar, Ajinkya, Pirsiavash, Hamed · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- NOLA: Compressing LoRA using Linear Combination of Random Basis
2023/10/04 by Soroush Abbasi Koohpayegani, K L Navaneet, Koohpayegani, Soroush Abbasi +7 · 5 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- Consistent Explanations by Contrastive Learning
2021/10/01 by Vipin Pillai, Pillai, Vipin, Soroush Abbasi Koohpayegani +7 · 2 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
- Backdoor Attacks on Vision Transformers
2022/06/16 by Akshayvarun Subramanya, Aniruddha Saha, Subramanya, Akshayvarun +7 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
- GeNIe: Generative Hard Negative Images Through Diffusion
2023/12/05 by Koohpayegani, Soroush Abbasi, Singh, Anuj, Navaneet, K L +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ISD: Self-Supervised Learning by Iterative Similarity Distillation
2020/12/16 by Tejankar, Ajinkya, Koohpayegani, Soroush Abbasi, Pillai, Vipin +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SimReg: Regression as a Simple Yet Effective Tool for Self-supervised Knowledge Distillation
2022/01/13 by Navaneet, K L, Koohpayegani, Soroush Abbasi, Tejankar, Ajinkya +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences