8 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.CV2023★ 1 cited
Enhancing Multimodal Compositional Reasoning of Visual Language Models with Generative Negative Mining
Ugur Sahin, Hang Li, Qadeer Khan +2
Contemporary large-scale visual language models (VLMs) exhibit strong representation capacities, making them ubiquitous for enhancing image and text understanding tasks. They are o…
cs.SD2023★ 8 cited
Introducing Model Inversion Attacks on Automatic Speaker Recognition
Karla Pizzi, Franziska Boenisch, Ugur Sahin +1
Model inversion (MI) attacks allow to reconstruct average per-class representations of a machine learning (ML) model's training data. It has been shown that in scenarios where each…
eess.IV2022
Image Compression With Learned Lifting-Based DWT and Learned Tree-Based Entropy Models
Ugur Berk Sahin, Fatih Kamisli
This paper explores learned image compression based on traditional and learned discrete wavelet transform (DWT) architectures and learned entropy models for coding DWT subband coef…