Résultats de la recherche - (endededededecoding OR (coding OR Decoding)) (algorithmics OR (algorithm OR algorithm))

Dagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery par Waxman, Daniel, Butler, Kurt, Djuric, Petar M.

Table des matières: “… to existing differentiable causal discovery algorithms, \textsc{Dagma-DCE} uses an interpretable measure…”
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RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies par Cheng, Hao, Wen, Qingsong, Liu, Yang, Sun, Liang

Table des matières: “… propose a simple and efficient algorithm to learn a robust forecasting model. Extensive experiments show…”
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TopoX: A Suite of Python Packages for Machine Learning on Topological Domains par Hajij, Mustafa, Papillon, Mathilde, Frantzen, Florian, Agerberg, Jens, AlJabea, Ibrahem, Ballester, Rubén, Battiloro, Claudio, Bernárdez, Guillermo, Birdal, Tolga, Brent, Aiden, Chin, Peter, Escalera, Sergio, Fiorellino, Simone, Gardaa, Odin Hoff, Gopalakrishnan, Gurusankar, Govil, Devendra, Hoppe, Josef, Karri, Maneel Reddy, Khouja, Jude, Lecha, Manuel, Livesay, Neal, Meißner, Jan, Mukherjee, Soham, Nikitin, Alexander, Papamarkou, Theodore, Prílepok, Jaro, Ramamurthy, Karthikeyan Natesan, Rosen, Paul, Guzmán-Sáenz, Aldo, Salatiello, Alessandro, Samaga, Shreyas N., Scardapane, Simone, Schaub, Michael T., Scofano, Luca, Spinelli, Indro, Telyatnikov, Lev, Truong, Quang, Walters, Robin, Yang, Maosheng, Zaghen, Olga, Zamzmi, Ghada, Zia, Ali, Miolane, Nina

Table des matières: “… graph-based embedding algorithms such as node2vec; TopoModelX is built on top of PyTorch and offers a…”
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Estimating Barycenters of Distributions with Neural Optimal Transport par Kolesov, Alexander, Mokrov, Petr, Udovichenko, Igor, Gazdieva, Milena, Pammer, Gudmund, Burnaev, Evgeny, Korotin, Alexander

Table des matières: “… the typical adversarial algorithms leveraging barycenter tasks utilize tri-level optimization and focus mostly…”
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Generative Adversarial Model-Based Optimization via Source Critic Regularization par Yao, Michael S., Zeng, Yimeng, Bastani, Hamsa, Gardner, Jacob, Gee, James C., Bastani, Osbert

Table des matières: “… is reliable. We propose a computationally tractable algorithm to dynamically adjust the strength…”
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Guided Sketch-Based Program Induction by Search Gradients par Amin, Ahmad Ayaz

Table des matières: “… algorithm through training. However, contemporary approaches to program induction are not sophisticated…”
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PST-Bench: Tracing and Benchmarking the Source of Publications par Zhang, Fanjin, Cao, Kun, Cen, Yukuo, Yu, Jifan, Yin, Da, Tang, Jie

Table des matières: “… algorithms can be developed to expand the evolutionary knowledge of science. In this paper, we study…”
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Caltech Aerial RGB-Thermal Dataset in the Wild par Lee, Connor, Anderson, Matthew, Raganathan, Nikhil, Zuo, Xingxing, Do, Kevin, Gkioxari, Georgia, Chung, Soon-Jo

Table des matières: “… settings in order to drive the development of perception algorithms robust to adverse weather and nighttime…”
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End-To-End Underwater Video Enhancement: Dataset and Model par Du, Dazhao, Li, Enhan, Si, Lingyu, Xu, Fanjiang, Niu, Jianwei

Table des matières: “… primarily focus on developing image enhancement algorithms to enhance each frame independently. There is a…”
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Generalized Criterion for Identifiability of Additive Noise Models Using Majorization par Dallakyan, Aramayis, Ni, Yang

Table des matières: “…) distributions. For linear Structural Equation Models, we present a new algorithm that leverages the concept…”
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Little Strokes Fell Great Oaks: Boosting the Hierarchical Features for Multi-exposure Image Fusion par Mu, Pan, Du, Zhiying, Liu, Jinyuan, Bai, Cong

Table des matières: “…. Ultimately, a novel color enhancement algorithm is presented to augment image saturation while preserving…”
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Thought of Search: Planning with Language Models Through The Lens of Efficiency par Katz, Michael, Kokel, Harsha, Srinivas, Kavitha, Sohrabi, Shirin

Table des matières: “…Among the most important properties of algorithms investigated in computer science are soundness…”
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An Agile Formal Specification Language Design Based on K Framework par Zhang, Jianyu, Zhang, Long, Wu, Yixuan, Yang, Feng

Table des matières: “…, more efficient, and scalable. Additionally, a specification translation algorithm is developed, capable…”
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OpenStreetView-5M: The Many Roads to Global Visual Geolocation par Astruc, Guillaume, Dufour, Nicolas, Siglidis, Ioannis, Aronssohn, Constantin, Bouia, Nacim, Fu, Stephanie, Loiseau, Romain, Nguyen, Van Nguyen, Raude, Charles, Vincent, Elliot, XU, Lintao, Zhou, Hongyu, Landrieu, Loic

Table des matières: “… it particularly relevant for evaluating computer vision algorithms. Yet, the absence of standard, large-scale…”
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Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning par Gan, Kai, Wei, Tong

Table des matières: “… SSL algorithms. The source code is available at https://github.com/Gank0078/FineSSL. …”
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Measuring Technical Debt in AI-Based Competition Platforms par Sklavenitis, Dionysios, Kalles, Dimitris

Table des matières: “…, such as algorithm, architectural, code, configuration, data etc. We introduce Accessibility Debt, specific to AI…”
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Invisible Backdoor Attack against Self-supervised Learning par Zhang, Hanrong, Wang, Zhenting, Li, Boheng, Lin, Fulin, Han, Tingxu, Jin, Mingyu, Zhan, Chenlu, Du, Mengnan, Wang, Hongwei, Ma, Shiqing

Table des matières: “… algorithms demonstrate our attack is highly effective and stealthy. It also has strong resistance to existing…”
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A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary Algorithms par Hao, Hao, Zhang, Xiaoqun, Li, Bingdong, Zhou, Aimin

Table des matières: “… learning algorithms playing a pivotal role in the model-building phase. This paper introduces Kolmogorov…”
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Low-Rank Similarity Mining for Multimodal Dataset Distillation par Xu, Yue, Lin, Zhilin, Qiu, Yusong, Lu, Cewu, Li, Yong-Lu

Table des matières: “… significant improvement to the existing algorithms, marking a significant contribution to the field of visual…”
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XctDiff: Reconstruction of CT Images with Consistent Anatomical Structures from a Single Radiographic Projection Image par Bai, Qingze, Liu, Tiange, Liu, Zhi, Tong, Yubing, Torigian, Drew, Udupa, Jayaram

Table des matières: “…In this paper, we present XctDiff, an algorithm framework for reconstructing CT from a single…”
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