Search Results - coding (algorithm OR (algorithmics OR Algorithmssics))

DNA: Differentiable Network-Accelerator Co-Search by Zhang, Yongan, Fu, Yonggan, Jiang, Weiwen, Li, Chaojian, You, Haoran, Li, Meng, Chandra, Vikas, Lin, Yingyan Celine

Table of Contents: “… DNN accelerators and compatible with DNN frameworks such as PyTorch to enable algorithmic exploration…”
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AutoGL: A Library for Automated Graph Learning by Zhang, Ziwei, Qin, Yijian, Zhang, Zeyang, Guan, Chaoyu, Cai, Jie, Chang, Heng, Jiang, Jiyan, Li, Haoyang, Sun, Zixin, Xie, Beini, Yao, Yang, Zhang, Yipeng, Wang, Xin, Zhu, Wenwu

Table of Contents: “… on graphs. However, manually designing the optimal machine learning algorithms for different graph datasets…”
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Detection of the Permanent Strain Offset Component of Gravitational-Wave Memory in Black Hole Mergers by Scargle, Jeffrey D., Cao, Zhoujian, Zhao, Zhi-Chao

Table of Contents: “… be viewed with reservation. Appendices contain MatLab code for various operations, including an algorithm…”
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Frequency Cam: Imaging Periodic Signals in Real-Time by Pfrommer, Bernd

Table of Contents: “… event camera algorithm for detecting the fundamental frequency at which image pixels flicker…”
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PyPop7: A Pure-Python Library for Population-Based Black-Box Optimization by Duan, Qiqi, Zhou, Guochen, Shao, Chang, Wang, Zhuowei, Feng, Mingyang, Huang, Yuwei, Tan, Yajing, Yang, Yijun, Zhao, Qi, Shi, Yuhui

Table of Contents: “… optimization (BBO). As population-based methods (e.g., evolutionary algorithms, swarm intelligence, and pattern…”
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Retrosynthetic Planning with Dual Value Networks by Liu, Guoqing, Xue, Di, Xie, Shufang, Xia, Yingce, Tripp, Austin, Maziarz, Krzysztof, Segler, Marwin, Qin, Tao, Zhang, Zongzhang, Liu, Tie-Yan

Table of Contents: “… novel online training algorithm, called Planning with Dual Value Networks (PDVN), which alternates…”
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Encoding a magic state with beyond break-even fidelity by Gupta, Riddhi S., Sundaresan, Neereja, Alexander, Thomas, Wood, Christopher J., Merkel, Seth T., Healy, Michael B., Hillenbrand, Marius, Jochym-O'Connor, Tomas, Wootton, James R., Yoder, Theodore J., Cross, Andrew W., Takita, Maika, Brown, Benjamin J.

Table of Contents: “…To run large-scale algorithms on a quantum computer, error-correcting codes must be able to perform…”
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DENTEX: Dental Enumeration and Tooth Pathosis Detection Benchmark for Panoramic X-ray by Hamamci, Ibrahim Ethem, Er, Sezgin, Durugol, Omer Faruk, Cakmak, Gulsade Rabia, de la Rosa, Ezequiel, Simsar, Enis, Yuksel, Atif Emre, Gultekin, Sadullah, Ozdemir, Serife Damla, Yang, Kaiyuan, Isler, Mehmet Berke, Gucez, Mustafa Salih, Mei, Shenxiao, Ma, Chenglong, Shen, Feihong, Shen, Kaidi, Wu, Huikai, Wu, Han, Mei, Lanzhuju, Cui, Zhiming, van Nistelrooij, Niels, Ghoul, Khalid El, Kempers, Steven, Xi, Tong, Vinayahalingam, Shankeeth, Choi, Kyoungyeon, Shin, Jaewon, Lyou, Eunyi, He, Lanshan, Liu, Yusheng, Wang, Lisheng, Dascalu, Tudor, Ramezanzade, Shaqayeq, Bakhshandeh, Azam, Bjørndal, Lars, Ibragimov, Bulat, Li, Hongwei Bran, Pati, Sarthak, Stadlinger, Bernd, Mehl, Albert, Ozdemir, Mehmet Kemal, Gundogar, Mustafa, Menze, Bjoern

Table of Contents: “…. Nevertheless, designing automated algorithms for this purpose poses significant challenges, mainly due…”
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Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces by Pavse, Brahma S., Zurek, Matthew, Chen, Yudong, Xie, Qiaomin, Hanna, Josiah P.

Table of Contents: “… is also stable, one would expect that RL algorithms would implicitly give us stable policies. However…”
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Residual Q-Learning: Offline and Online Policy Customization without Value by Li, Chenran, Tang, Chen, Nishimura, Haruki, Mercat, Jean, Tomizuka, Masayoshi, Zhan, Wei

Table of Contents: “… reward or value function of the prior policy. We derive a family of residual Q-learning algorithms…”
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HIQL: Offline Goal-Conditioned RL with Latent States as Actions by Park, Seohong, Ghosh, Dibya, Eysenbach, Benjamin, Levine, Sergey

Table of Contents: “… effective algorithms for goal-conditioned RL that can learn directly from diverse offline data…”
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Technical note: ShinyAnimalCV: open-source cloud-based web application for object detection, segmentation, and three-dimensional visualization of animals using computer vision by Wang, Jin, Hu, Yu, Xiang, Lirong, Morota, Gota, Brooks, Samantha A., Wickens, Carissa L., Miller-Cushon, Emily K., Yu, Haipeng

Table of Contents: “… machine learning and deep learning algorithms, has provided a valuable opportunity to improve livestock…”
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Accelerated Bayesian imaging by relaxed proximal-point Langevin sampling by Klatzer, Teresa, Dobson, Paul, Altmann, Yoann, Pereyra, Marcelo, Sanz-Serna, Jesús María, Zygalakis, Konstantinos C.

Table of Contents: “… interpretations. For models that are smooth or regularised by Moreau-Yosida smoothing, the algorithm is equivalent…”
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Stacked Intelligent Metasurfaces for Multiuser Downlink Beamforming in the Wave Domain by An, Jiancheng, Di Renzo, Marco, Debbah, Mérouane, Poor, H. Vincent, Yuen, Chau

Table of Contents: “… algorithm for solving the formulated joint optimization problem and elaborate on the potential benefits…”
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Reinforcement Learning with Foundation Priors: Let the Embodied Agent Efficiently Learn on Its Own by Ye, Weirui, Zhang, Yunsheng, Weng, Haoyang, Gu, Xianfan, Wang, Shengjie, Zhang, Tong, Wang, Mengchen, Abbeel, Pieter, Gao, Yang

Table of Contents: “…, it is challenging to apply the RL algorithms directly in the real world. For one thing, RL is data-intensive…”
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Sliding Window Codes: Near-Optimality and Q-Learning for Zero-Delay Coding by Cregg, Liam, Alajaji, Fady, Yuksel, Serdar

Table of Contents: “…We study the problem of zero-delay coding for the transmission of a Markov source over a noisy…”
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Particle initialization effects on Lyman-$α$ forest statistics in cosmological SPH simulations by Khan, Nabendu Kumar, Kulkarni, Girish, Bolton, James S., Haehnelt, Martin G., Iršič, Vid, Puchwein, Ewald, Asthana, Shikhar

Table of Contents: “… codes and their variations, we also study the impact of a variety of other assumptions and algorithmic…”
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Tailoring Adversarial Attacks on Deep Neural Networks for Targeted Class Manipulation Using DeepFool Algorithm by Labib, S. M. Fazle Rabby, Mondal, Joyanta Jyoti, Manab, Meem Arafat, Xiao, Xi, Newaz, Sarfaraz

Table of Contents: “… of these vulnerabilities and the formulation of robust defense strategies. The DeepFool algorithm by Moosavi-Dezfooli et al…”
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A New and Faster Representation for Counting Integer Points in Parametric Polyhedra by Gribanov, D., Malyshev, D., Pardalos, P., Zolotykh, N.

Table of Contents: “…\bigl(n, \|A\|_{\infty}\bigr)$-time algorithm; 2) Assuming again that the number of equalities…”
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A subspace-adaptive weights cubature method with application to the local hyperreduction of parameterized finite element models by Bravo, J. R., Hernández, J. A., de Parga, S. Ares, Rossi, R.

Table of Contents: “… space. We pose the optimization problem and propose two algorithms for its resolution. The first one…”
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