GitHub

ArcFlow: Unleashing 2-Step Text-to-Image Generation via High-Precision Non-Linear Flow Distillation

The overview of the distillation framework of ArcFlow. Diffusion models have achieved remarkable generation quality, but they suffer from significant inference cost due to their reliance on multiple ...
IEEE

A3-TTA: Adaptive Anchor Alignment Test-Time Adaptation for Image Segmentation

Abstract: Test-Time Adaptation (TTA) offers a practical solution for deploying image segmentation models under domain shift without accessing source data or retraining. Among existing TTA strategies, ...
IEEE

Rethinking Data Augmentation for Single-Source Domain Generalization in OCT Image Segmentation

Abstract: Domain shifts between samples acquired with different instruments are one of the major challenges in accurate segmentation of Optical Coherence Tomography (OCT) images. Given that OCT images ...
GitHub

Tracing Information Flow in LLaMA Vision: A Step Toward Multimodal Understanding

Overview of the proposed method. (a) LLaMA 3.2-Vision architecture; (b) default attention masking mechanism used in self- and cross-attention layers; (c) modified attention masks enabling analysis of ...