Search Results - (endedededeendecoding OR (coding OR Decoding)) (algorithmics OR (algorithm OR algorithm))

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

Table of Contents: “… 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 by Cheng, Hao, Wen, Qingsong, Liu, Yang, Sun, Liang

Table of Contents: “… 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 by 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 of Contents: “… 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 by Kolesov, Alexander, Mokrov, Petr, Udovichenko, Igor, Gazdieva, Milena, Pammer, Gudmund, Burnaev, Evgeny, Korotin, Alexander

Table of Contents: “… 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 by Yao, Michael S., Zeng, Yimeng, Bastani, Hamsa, Gardner, Jacob, Gee, James C., Bastani, Osbert

Table of Contents: “… 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 by Amin, Ahmad Ayaz

Table of Contents: “… 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 by Zhang, Fanjin, Cao, Kun, Cen, Yukuo, Yu, Jifan, Yin, Da, Tang, Jie

Table of Contents: “… 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 by Lee, Connor, Anderson, Matthew, Raganathan, Nikhil, Zuo, Xingxing, Do, Kevin, Gkioxari, Georgia, Chung, Soon-Jo

Table of Contents: “… 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 by Du, Dazhao, Li, Enhan, Si, Lingyu, Xu, Fanjiang, Niu, Jianwei

Table of Contents: “… 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 by Dallakyan, Aramayis, Ni, Yang

Table of Contents: “…) 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 by Mu, Pan, Du, Zhiying, Liu, Jinyuan, Bai, Cong

Table of Contents: “…. 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 by Katz, Michael, Kokel, Harsha, Srinivas, Kavitha, Sohrabi, Shirin

Table of Contents: “…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 by Zhang, Jianyu, Zhang, Long, Wu, Yixuan, Yang, Feng

Table of Contents: “…, 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 by 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 of Contents: “… 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 by Gan, Kai, Wei, Tong

Table of Contents: “… 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 by Sklavenitis, Dionysios, Kalles, Dimitris

Table of Contents: “…, 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 by Zhang, Hanrong, Wang, Zhenting, Li, Boheng, Lin, Fulin, Han, Tingxu, Jin, Mingyu, Zhan, Chenlu, Du, Mengnan, Wang, Hongwei, Ma, Shiqing

Table of Contents: “… 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 by Hao, Hao, Zhang, Xiaoqun, Li, Bingdong, Zhou, Aimin

Table of Contents: “… 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 by Xu, Yue, Lin, Zhilin, Qiu, Yusong, Lu, Cewu, Li, Yong-Lu

Table of Contents: “… 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 by Bai, Qingze, Liu, Tiange, Liu, Zhi, Tong, Yubing, Torigian, Drew, Udupa, Jayaram

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