A Visual Model Of Self-Attention: Transformers Work Differently Now

Early-2026 explainer reframes transformer attention: tokenized text becomes Q/K/V self-attention maps, not linear prediction.
GitHub

[ICCV2025] CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation

Official implementation of our CleanPose, the first solution to mitigate the confoundering effect in category-level pose estimation via causal learning and knowledge distillation. You can generate the ...
IEEE

DADSR: Degradation-Aware Diffusion Super-Resolution Model for Object-Level SAR Image

Abstract: Synthetic aperture radar (SAR) plays a vital role in remote sensing applications but suffers from coupled degradation problems, including resolution deterioration, speckle noise, and ...
GitHub

EvInsMOS: Instance-Level Moving Object Segmentation from a Single Image with Events

The code has been tested with Python 3.9.13 and PyTorch 1.13.0 with CUDA 11.7. conda create --name emos python=3.9 conda activate emos pip install torch==1.13.0 ...
IEEE

ZSPose: Instance-Level Zero-Shot Object Pose Estimation With Segment Anything Model

Abstract: Estimating the poses of new objects is a challenging problem. Although many methods have been developed for instance-level object pose estimation, they often struggle when faced with ...