4 papers
Test-Time Anchoring for Discrete Diffusion Posterior Sampling
Litu Rout, Andreas Lugmayr, Yasamin Jafarian +4
While continuous diffusion models have achieved remarkable success, discrete diffusion offers a unified framework for jointly modeling text and images. Beyond unification, discrete…
HoloGarment: 360° Novel View Synthesis of In-the-Wild Garments
Johanna Karras, Yingwei Li, Yasamin Jafarian +1
Novel view synthesis (NVS) of in-the-wild garments is a challenging task due significant occlusions, complex human poses, and cloth deformations. Prior methods rely on synthetic 3D…
Explainable Ensemble Machine Learning for Breast Cancer Diagnosis based on Ultrasound Image Texture Features
Alireza Rezazadeh, Yasamin Jafarian, Ali Kord
Image classification is widely used to build predictive models for breast cancer diagnosis. Most existing approaches overwhelmingly rely on deep convolutional networks to build suc…
MONET: Multiview Semi-supervised Keypoint Detection via Epipolar Divergence
Yuan Yao, Yasamin Jafarian, Hyun Soo Park
This paper presents MONET -- an end-to-end semi-supervised learning framework for a keypoint detector using multiview image streams. In particular, we consider general subjects suc…