Suchergebnisse - Computer Science - Computer Vision and Pattern Recognition

DINOv2: Learning Robust Visual Features without Supervision von Oquab, Maxime, Darcet, Timothée, Moutakanni, Théo, Vo, Huy, Szafraniec, Marc, Khalidov, Vasil, Fernandez, Pierre, Haziza, Daniel, Massa, Francisco, El-Nouby, Alaaeldin, Assran, Mahmoud, Ballas, Nicolas, Galuba, Wojciech, Howes, Russell, Huang, Po-Yao, Li, Shang-Wen, Misra, Ishan, Rabbat, Michael, Sharma, Vasu, Synnaeve, Gabriel, Xu, Hu, Jegou, Hervé, Mairal, Julien, Labatut, Patrick, Joulin, Armand, Bojanowski, Piotr

“… The recent breakthroughs in natural language processing for model pretraining on large quantities of data have opened the way for similar foundation models in computer vision …”
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A Vision Transformer-Based Framework for Knowledge Transfer From Multi-Modal to Mono-Modal Lymphoma Subtyping Models von Bilel Guetarni, Feryal Windal, Halim Benhabiles, Marianne Petit, Romain Dubois, Emmanuelle Leteurtre, Dominique Collard

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Expression-Preserving Face Frontalization Improves Visually Assisted Speech Processing von Zhiqi Kang, Mostafa Sadeghi, Radu Horaud, Xavier Alameda-Pineda

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Physical Adversarial Attack Meets Computer Vision: A Decade Survey von Hui Wei, Hao Tang, Xuemei Jia, Zhixiang Wang, Hanxun Yu, Zhubo Li, Shin’ichi Satoh, Luc Van Gool, Zheng Wang

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Dual-Pixel Raindrop Removal von Yizhou Li, Yusuke Monno, Masatoshi Okutomi

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Learning by Asking Questions for Knowledge-Based Novel Object Recognition von Kohei Uehara, Tatsuya Harada

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SpectralGPT: Spectral Remote Sensing Foundation Model von Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jon Atli Benediktsson, Jocelyn Chanussot

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Instrument-Tissue Interaction Detection Framework for Surgical Video Understanding von Wenjun Lin, Yan Hu, Huazhu Fu, Mingming Yang, Chin-Boon Chng, Ryo Kawasaki, Cheekong Chui, Jiang Liu

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DisCO: Portrait Distortion Correction with Perspective-Aware 3D GANs von Zhixiang Wang, Yu-Lun Liu, Jia-Bin Huang, Shin’ichi Satoh, Sizhuo Ma, Gurunandan Krishnan, Jian Wang

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Open-set domain adaptation with visual-language foundation models von Qing Yu, Go Irie, Kiyoharu Aizawa

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Frequency-Aware Feature Fusion for Dense Image Prediction von Linwei Chen, Ying Fu, Lin Gu, Chenggang Yan, Tatsuya Harada, Gao Huang

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C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images von Chengxi Han, Chen Wu, Meiqi Hu, Jiepan Li, Hongruixuan Chen

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A Novel Generator With Auxiliary Branch for Improving GAN Performance von Seung Park, Yong-Goo Shin

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Personalized Image Enhancement Featuring Masked Style Modeling von Satoshi Kosugi, Toshihiko Yamasaki

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Quantifying Societal Bias Amplification in Image Captioning von Hirota, Yusuke, Nakashima, Yuta, Garcia, Noa

“… We study societal bias amplification in image captioning. Image captioning models have been shown to perpetuate gender and racial biases, however, metrics to …”
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Differential Viewpoints for Ground Terrain Material Recognition von Jia Xue, Hang Zhang, Ko Nishino, Kristin J. Dana

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Self-Adaptive Training: Bridging Supervised and Self-Supervised Learning von Lang Huang, Chao Zhang, Hongyang Zhang

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Illuminating Salient Contributions in Neuron Activation with Attribution Equilibrium von Woo-Jeoung Nam, Seong-Whan Lee

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V4D: Voxel for 4D Novel View Synthesis von Wanshui Gan, Hongbin Xu, Yi Huang, Shifeng Chen, Naoto Yokoya

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Isomorphic Mesh Generation from Point Clouds with Multilayer Perceptrons von Shoko Miyauchi, Ken'ichi Morooka, Ryo Kurazume

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