Soroush Abbasi Koohpayegani
14 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (5)
πΊοΈ
Taxonomy Completionist
(18)
π€
Dynamic Duo
(14)
π₯
Unstoppable
(6)
π
Century Club
(14)
β‘
Prolific Year
(5)
Conferences
CVPR (3)
ECCV (3)
ICCV (3)
ICLR (2)
WACV (2)
NIPS (1)
Top co-authors
Research topics
Keywords
self-supervised learning
(5)
contrastive learning
(3)
vision transformer
(3)
representation learning
(3)
attention mechanism
(2)
knowledge distillation
(2)
model compression
(2)
efficient computing
(2)
image classification
(2)
backdoor attack
(2)
poisoning attack
(1)
model explanation
(1)
adversarial patch attack
(1)
model interpretation
(1)
student-teacher learning
(1)
energy consumption
(1)
adversarial patch
(1)
explanation consistency
(1)
teacher student
(1)
universal adversarial attack
(1)
Papers
MCNC: Manifold-Constrained Reparameterization for Neural Compression
ICLR 2025
SimA: Simple Softmax-Free Attention for Vision Transformers
WACV 2024
SlowFormer: Adversarial Attack on Compute and Energy Consumption of Efficient Vision Transformers
CVPR 2024
NOLA: Compressing LoRA using Linear Combination of Random Basis
ICLR 2024
CompGS: Smaller and Faster Gaussian Splatting with Vector Quantization
ECCV 2024
A Closer Look at Robustness of Vision Transformers to Backdoor Attacks
WACV 2024
PRANC: Pseudo RAndom Networks for Compacting Deep Models
ICCV 2023
Consistent Explanations by Contrastive Learning
CVPR 2022
Backdoor Attacks on Self-Supervised Learning
CVPR 2022
Adaptive Token Sampling for Efficient Vision Transformers
ECCV 2022
Constrained Mean Shift Using Distant Yet Related Neighbors for Representation Learning
ECCV 2022
ISD: Self-Supervised Learning by Iterative Similarity Distillation
ICCV 2021
Mean Shift for Self-Supervised Learning
ICCV 2021
CompRess: Self-Supervised Learning by Compressing Representations
NIPS 2020