Search Results - "Computer Science - Computer Vision and Pattern Recognition"

DINOv2: Learning Robust Visual Features without Supervision by 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…”
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Analysis of Classifier-Free Guidance Weight Schedulers by Wang, Xi, Dufour, Nicolas, Andreou, Nefeli, Cani, Marie-Paule, Fernández Abrevaya, Victoria, Picard, David, Kalogeiton, Vicky

“…Classifier-Free Guidance (CFG) enhances the quality and condition adherence of text-toimage diffusion models. It operates by combining the conditional and…”
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Quantifying Societal Bias Amplification in Image Captioning by 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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Learning Self-Prior for Mesh Inpainting Using Self-Supervised Graph Convolutional Networks by Shota Hattori, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki

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Reproducibility Study on Adversarial Attacks Against Robust Transformer Trackers by Nokabadi, Fatemeh Nourilenjan, Lalonde, Jean-François, Gagné, Christian

“…New transformer networks have been integrated into object tracking pipelines and have demonstrated strong performance on the latest benchmarks. This paper…”
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CNN-based real-time 2D-3D deformable registration from a single X-ray projection by Lecomte, Francois, Dillenseger, Jean-Louis, Cotin, Stéphane

“…Purpose: The purpose of this paper is to present a method for realtime 2D-3D non-rigid registration using a single fluoroscopic image. Such a method can find…”
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Incorporating Crowdsourced Annotator Distributions into Ensemble Modeling to Improve Classification Trustworthiness for Ancient Greek Papyri by West, Graham, Swindall, Matthew I., Keener, Ben, Player, Timothy, Williams, Alex C., Brusuelas, James H., Wallin, John F.

“…Performing classification on noisy, crowdsourced image datasets can prove challenging even for the best neural networks. Two issues which complicate the…”
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The Challenges of HTR Model Training: Feedback from the Project Donner le gout de l'archive a l'ere numerique by Couture, Beatrice, Verret, Farah, Gohier, Maxime, Deslandres, Dominique

“…The arrival of handwriting recognition technologies offers new possibilities for research in heritage studies. However, it is now necessary to reflect on the…”
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Combining Morphological and Histogram based Text Line Segmentation in the OCR Context by Schneider, Pit

“…Text line segmentation is one of the pre-stages of modern optical character recognition systems. The algorithmic approach proposed by this paper has been…”
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SoccerNet 2023 challenges results by Cioppa, Anthony, Giancola, Silvio, Somers, Vladimir, Magera, Floriane, Zhou, Xin, Mkhallati, Hassan, Deliège, Adrien, Held, Jan, Hinojosa, Carlos, Mansourian, Amir M., Miralles, Pierre, Barnich, Olivier, De Vleeschouwer, Christophe, Alahi, Alexandre, Ghanem, Bernard, Van Droogenbroeck, Marc, Kamal, Abdullah, Maglo, Adrien, Clapés, Albert, Abdelaziz, Amr, Xarles, Artur, Orcesi, Astrid, Scott, Atom, Liu, Bin, Lim, Byoungkwon, Chen, Chen, Deuser, Fabian, Yan, Feng, Yu, Fufu, Shitrit, Gal, Wang, Guanshuo, Choi, Gyusik, Kim, Hankyul, Guo, Hao, Fahrudin, Hasby, Koguchi, Hidenari, Ardö, Håkan, Salah, Ibrahim, Yerushalmy, Ido, Muhammad, Iftikar, Uchida, Ikuma, Be’ery, Ishay, Rabarisoa, Jaonary, Lee, Jeongae, Fu, Jiajun, Yin, Jianqin, Xu, Jinghang, Nang, Jongho, Denize, Julien, Li, Junjie, Zhang, Junpei, Kim, Juntae, Synowiec, Kamil, Kobayashi, Kenji, Zhang, Kexin, Habel, Konrad, Nakajima, Kota, Jiao, Licheng, Ma, Lin, Wang, Lizhi, Wang, Luping, Li, Menglong, Zhou, Mengying, Nasr, Mohamed, Abdelwahed, Mohamed, Liashuha, Mykola, Falaleev, Nikolay, Oswald, Norbert, Jia, Qiong, Pham, Quoc-Cuong, Song, Ran, Hérault, Romain, Peng, Rui, Chen, Ruilong, Liu, Ruixuan, Baikulov, Ruslan, Fukushima, Ryuto, Escalera, Sergio, Lee, Seungcheon, Chen, Shimin, Ding, Shouhong, Someya, Taiga, Moeslund, Thomas B., Li, Tianjiao, Shen, Wei, Zhang, Wei, Li, Wei, Dai, Wei, Luo, Weixin, Zhao, Wending, Zhang, Wenjie, Yang, Xinquan, Ma, Yanbiao, Joo, Yeeun, Zeng, Yingsen, Gan, Yiyang, Zhu, Yongqiang, Zhong, Yujie, Ruan, Zheng, Li, Zhiheng

“…The SoccerNet 2023 challenges were the third annual video understanding challenges organized by the SoccerNet team. For this third edition, the challenges were…”
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Deep Learning of Crystalline Defects from TEM images: A Solution for the Problem of" Never Enough Training Data" by Govind, Kishan, Oliveros, Daniela, Dlouhy, Antonin, Legros, Marc, Sandfeld, Stefan

“…Crystalline defects, such as line-like dislocations, play an important role for the performance and reliability of many metallic devices. Their interaction and…”
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Physical Adversarial Attack Meets Computer Vision: A Decade Survey by 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 by Yizhou Li, Yusuke Monno, Masatoshi Okutomi

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Computer Analysis of Architecture Using Automatic Image Understanding by Wei, Fan, Li, Yuan, Shamir, Lior

“…In the past few years, computer vision and pattern recognition systems have been becoming increasingly more powerful, expanding the range of automatic tasks…”
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Computer Analysis of Architecture Using Automatic Image Understanding by Fan Wei, Yuan Li, Lior Shamir

“…In the past few years, computer vision and pattern recognition systems have been becoming increasingly more powerful, expanding the range of automatic tasks…”
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Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes by Jin, Dongkwon, Park, Wonhui, Jeong, Seong-Gyun, Kwon, Heeyeon, Kim, Chang-Su

“…A novel algorithm to detect road lanes in the eigen-lane space is proposed in this paper. First, we introduce the notion of eigenlanes, which are data-driven…”
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SpectralGPT: Spectral Remote Sensing Foundation Model by 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 by 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 by Zhixiang Wang, Yu-Lun Liu, Jia-Bin Huang, Shin’ichi Satoh, Sizhuo Ma, Gurunandan Krishnan, Jian Wang

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AVI-Talking: Learning Audio-Visual Instructions for Expressive 3D Talking Face Generation by Sun, Yasheng, Chu, Wenqing, Zhou, Hang, Wang, Kaisiyuan, Koike, Hideki

“…While considerable progress has been made in achieving accurate lip synchronization for 3D speech-driven talking face generation, the task of incorporating…”
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