Showing cs.CVShow all
3 papers · 1 filter
cs.CV2026
UniEditBench: A Unified and Cost-Effective Benchmark for Image and Video Editing via Distilled MLLMs
Lifan Jiang, Tianrun Wu, Yuhang Pei +3
The evaluation of visual editing models remains fragmented across methods and modalities. Existing benchmarks are often tailored to specific paradigms, making fair cross-paradigm c…
cs.CV2026
GeoSeg: Training-Free Reasoning-Driven Segmentation in Remote Sensing Imagery
Lifan Jiang, Yuhang Pei, oxi Wu +5
Recent advances in MLLMs are reframing segmentation from fixed-category prediction to instruction-grounded localization. While reasoning based segmentation has progressed rapidly i…
cs.CV2026
SNR-Edit: Structure-Aware Noise Rectification for Inversion-Free Flow-Based Editing
Lifan Jiang, Boxi Wu, Yuhang Pei +5
Inversion-free image editing using flow-based generative models challenges the prevailing inversion-based pipelines. However, existing approaches rely on fixed Gaussian noise to co…