Tootfinder

Self-Aware Adaptive Alignment: Enabling Accurate Perception for Intelligent Transportation Systems
Tong Xiang, Hongxia Zhao, Fenghua Zhu, Yuanyuan Chen, Yisheng Lv
https://arxiv.org/abs/2508.13823

Self-Aware Adaptive Alignment: Enabling Accurate Perception for Intelligent Transportation Systems
Achieving top-notch performance in Intelligent Transportation detection is a critical research area. However, many challenges still need to be addressed when it comes to detecting in a cross-domain scenario. In this paper, we propose a Self-Aware Adaptive Alignment (SA3), by leveraging an efficient alignment mechanism and recognition strategy. Our proposed method employs a specified attention-based alignment module trained on source and target domain datasets to guide the image-level features a…

🇺🇦 #NowPlaying on BBCRadio3's #ClassicalLive
Alexandre Tharaud & Alexandre Tharaud:
🎵 Improvisation on Chansons Français
#AlexandreTharaud

Trump walks back from Ukraine ceasefire calls, aligning closer with Russia’s push for permanent peace deal
https://kyivindependent.com/trump-walks-back-from-ukraine-and-europes-ceasefire-calls-aligning-closer-with-russias-push-for-peace-deal/?utm_source=chatgpt.com

Transatlantischer Zoll-Deal: US-Zölle auf Autos sinken auf 15 Prozent
Die EU und die USA haben sich auf eine schriftliche Erklärung zu dem prinzipiell ausgehandelten Zoll-Abkommen geeinigt. Allgemeiner Höchstzollsatz: 15 Prozent.

🇺🇦 #NowPlaying on KEXP's #SoundsOfSurvivance
Alaskan Native Heritage Dancers:
🎵 Seagull
#AlaskanNativeHeritageDancers
https://open.spotify.com/track/1kIxgJzlLrCAAwtbBKEj75

Trump walks back from Ukraine ceasefire calls, aligning closer with Russia’s push for permanent peace deal: https://benborges.xyz/2025/08/19/trump-walks-back-from-ukraine.html

Call for HEI Partners/Academic Supervisors to supervise a PhD with BL European collections curators on 'Yugoslav socialism, the Non-Aligned Movement and the Global South' - includes support from us in @…

Yugoslav socialism, the Non-Aligned Movement and the Global South
Learn how Yugoslavia forged a unique path between East and West.

🇺🇦 Auf radioeins läuft...
Alexander IV feat. Cézanne:
🎵 This Won't Do
#NowPlaying #AlexanderIV #Cézanne
https://feiertagsk.bandcamp.com/track/this-wont-do-feat-c-zanne
https://open.spotify.com/track/4WoKcfaslOE06IjpMVdVng

VLA-Mark: A cross modal watermark for large vision-language alignment model
Shuliang Liu, Qi Zheng, Jesse Jiaxi Xu, Yibo Yan, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu
https://arxiv.org/abs/2507.14067

VLA-Mark: A cross modal watermark for large vision-language alignment model
Vision-language models demand watermarking solutions that protect intellectual property without compromising multimodal coherence. Existing text watermarking methods disrupt visual-textual alignment through biased token selection and static strategies, leaving semantic-critical concepts vulnerable. We propose VLA-Mark, a vision-aligned framework that embeds detectable watermarks while preserving semantic fidelity through cross-modal coordination. Our approach integrates multiscale visual-textua…

SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation
Paul Grimal, Micha\"el Soumm, Herv\'e Le Borgne, Olivier Ferret, Akihiro Sugimoto
https://arxiv.org/abs/2508.13866

SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation
State-of-the-art text-to-image models produce visually impressive results but often struggle with precise alignment to text prompts, leading to missing critical elements or unintended blending of distinct concepts. We propose a novel approach that learns a high-success-rate distribution conditioned on a target prompt, ensuring that generated images faithfully reflect the corresponding prompts. Our method explicitly models the signal component during the denoising process, offering fine-grained …