Advancing Model Explainability: Visual Concept Knowledge Distillation for Concept Bottleneck Models by Ju-Hwan Lee, Dang Thanh Vu, Nam-Kyung Lee, Il-Hong Shin, Jin-Young Kim

“…We enhance comprehensive explainability by maintaining CBMs’ inherent interpretability through our novel approach to knowledge distillation. We introduce visual concept knowledge distillation (VICO-KD), which transfers both explicit and implicit visual concepts from the teacher to the student model while preserving the local interpretability of the CBM, enabling accurate classification and clear visualization of evidence. …”
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Measuring Visual Function Using the MultiQuity System: Comparison with an Established Device by Patrycja Smolarek-Kasprzak, John M. Nolan, Stephen Beatty, Jessica Dennison, Kwadwo Owusu Akuffo, Robert Kuchling, Jim Stack, Graham O’Regan

“…To compare measures of visual acuity (VA) and contrast sensitivity (CS) from the Thompson Xpert 2000 and MultiQuity (MiQ) devices. …”
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Banana Populism: Exploring the Emotionally Engaging, Authentic, and Memeable Rhetoric of Populist Visual Communication by Zea Szebeni, Ilana Hartikainen, Sophie Schmalenberger, Michael Cole

“…This study conceptualizes “banana populism,” a novel analytical framework to examine how whimsical imagery functions in in contemporary populism. …”
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Obstacles Regions 3D-Perception Method for Mobile Robots Based on Visual Saliency by Tao Xu, Songmin Jia, Zhengyin Dong, Xiuzhi Li

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Predicting Visual Outcomes for Macula-Off Rhegmatogenous Retinal Detachment with Optical Coherence Tomography by Noriyuki Suzuki, Hiroshi Kunikata, Naoko Aizawa, Toshiaki Abe, Toru Nakazawa

“…We evaluated the ability of novel optical coherence tomography (OCT) parameters to predict postoperative best-corrected visual acuity (BCVA) in macula-off rhegmatogenous retinal detachment (RRD) eyes. …”
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Prompting Large Language Models with Knowledge-Injection for Knowledge-Based Visual Question Answering by Zhongjian Hu, Peng Yang, Fengyuan Liu, Yuan Meng, Xingyu Liu

“…Previous works employ the Large Language Model (LLM) like GPT-3 for knowledge-based Visual Question Answering (VQA). We argue that the inferential capacity of LLM can be enhanced through knowledge injection. …”
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Hyperhomocysteinemia-induced VCID results in visual deficits, reduced neuroinflammation and vascular alterations in the retina by Erica M. Weekman, Colin B. Rogers, Tiffany L. Sudduth, Donna M. Wilcock

“…After 14 weeks on diet, mice underwent the Visual-Stimuli 4-arm Maze to identify visual deficits. …”
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Visual impairment prevention by early detection of diabetic retinopathy based on stacked auto-encoder by Shagufta Almas, Fazli Wahid, Sikandar Ali, Ahmed Alkhyyat, Kamran Ullah, Jawad Khan, Youngmoon Lee

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Visual Route Recognition in Urban Spaces: A Scalable Approach Using Open Street View Data by Menglin Wu, Qingren Jia, Anran Yang, Zhinong Zhong, Mengyu Ma, Luo Chen, Ning Jing

“…This article presents a novel pipeline for visual route recognition (VRR) in large-scale urban environments, leveraging open street view data. …”
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Evaluation of Novel AI Architectures for Uncertainty Estimation by Erik Pautsch, John Li, Silvio Rizzi, George K. Thiruvathukal, Maria Pantoja

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Large Scale Near-Duplicate Celebrity Web Images Retrieval Using Visual and Textual Features by Fengcai Qiao, Cheng Wang, Xin Zhang, Hui Wang

“…Existing methods such as bag-of-visual-words (BoVW) solve this problem mainly by exploiting purely visual features. …”
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VIBE: an R-package for VIsualization of Bulk RNA Expression data for therapeutic targeting and disease stratification by Indu Khatri, Saskia D. van Asten, Leandro F. Moreno, Brandon W. Higgs, Christiaan Klijn, Christiaan Klijn, Francis Blokzijl, Iris C. R. M. Kolder

“…Here, we introduce VIBE (VIsualization of Bulk RNA Expression data), an R package which provides a thorough exploration of both individual and combined gene expression, supplemented by pathway-guided analyses. …”
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Chrysanthemum classification method integrating deep visual features from both the front and back sides by Yifan Chen, Xichen Yang, Hui Yan, Hui Yan, Jia Liu, Jian Jiang, Zhongyuan Mao, Tianshu Wang, Tianshu Wang

“…The existing Chrysanthemum classification methods mostly rely on visual subjective identification, are time-consuming, and always need high equipment costs.MethodsA novel method is proposed to accurately identify the Chrysanthemum classification in a swift, non-invasive, and non-contact way. …”
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Léo Malet ou le roman noir américain made in France by Crystel Pinçonnat

“…This is how Léo Malet, commissioned by “Minuit,” wrote the first Johnny Metal novel in 1941. With the Metal series, Malet imitated a form belonging to American tradition. …”
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Novel image registration algorithm for scene-matching navigation by Hongrui YANG, Qiju ZHU, Peixian CAO, Hao GU, Dongdong ZHAO

“…In scenarios where satellite navigation is unavailable, image matching–based visual navigation technology becomes essential owing to its simple device structure and high accuracy in passive positioning. …”
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GPA-MDS: A Visualization Approach to Investigate Genetic Architecture among Phenotypes Using GWAS Results by Wei Wei, Paula S. Ramos, Kelly J. Hunt, Bethany J. Wolf, Gary Hardiman, Dongjun Chung

“…In order to address this challenge, in this paper, we propose a novel approach, GPA-MDS, to visualize genetic relationships among phenotypes using the GPA algorithm and multidimensional scaling (MDS). …”
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Hierarchical Feature Attention Learning Network for Detecting Object and Discriminative Parts in Fine-Grained Visual Classification by A. Yeong Han, Kwang Moo Yi, Kyeong Tae Kim, Jae Young Choi

“…This paper proposes a novel hierarchical feature attention learning network for improved fine-grained visual classification (FGVC). …”
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PTF-SimCM: A Simple Contrastive Model with Polysemous Text Fusion for Visual Similarity Metric by Xinpan Yuan, Xinxin Mao, Wei Xia, Zhiqi Zhang, Shaojun Xie, Chengyuan Zhang

“…Considering the above problems comprehensively, we present a novel visual similarity metric model named PTF-SimCM. …”
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Deep visual proteomics reveals DNA replication stress as a hallmark of signet ring cell carcinoma by Sonja Kabatnik, Xiang Zheng, Georgios Pappas, Sophia Steigerwald, Matthew P. Padula, Matthias Mann

“…These findings suggest that pembrolizumab immunotherapy may be more effective than conventional chemotherapy for this patient. Our results provide novel insights into the proteomic landscape of SRCC, identify potential targets, and open up for personalized therapeutic strategies in managing SRCC.…”
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In vivo MRI visualization of growth and morphology in the orthotopic xenotrasplantation U87 glioblastoma mouse SCID model by E. L. Zavjalov, I. A. Razumov, L. A. Gerlinskaya, A. V. Romashchenko

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