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

Deep Learning for Educational Data Science par Pinto, Juan D., Paquette, Luc

Table des matières: “… research communities -- have turned their attention to leveraging these powerful algorithms within…”
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Profiling checkpointing schedules in adjoint ST-AD par Hascoët, Laurent, Bouchot, Jean-Luc, Gaikwad, Shreyas Sunil, Narayanan, Sri Hari Krishna, Hückelheim, Jan

Table des matières: “…Checkpointing is a cornerstone of data-flow reversal in adjoint algorithmic differentiation…”
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Delay-Doppler Domain Pulse Design for OTFS-NOMA par Kulhandjian, Michel, Kulhandjian, Hovannes, Kurt, Gunes Karabulut, Yanikomeroglu, Halim

Table des matières: “…-domain (PDM) NOMA and code-domain (CDM) NOMA, in terms of bit error rate (BER) over a high-mobility…”
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SLR: Learning Quadruped Locomotion without Privileged Information par Chen, Shiyi, Wan, Zeyu, Yan, Shiyang, Zhang, Chun, Zhang, Weiyi, Li, Qiang, Zhang, Debing, Farrukh, Fasih Ud Din

Table des matières: “… the credibility of the proposed method's evaluation, SLR was directly compared with state-of-the-art algorithms…”
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Low-Resource Machine Translation through the Lens of Personalized Federated Learning par Moskvoretskii, Viktor, Tupitsa, Nazarii, Biemann, Chris, Horváth, Samuel, Gorbunov, Eduard, Nikishina, Irina

Table des matières: “…We present a new approach called MeritOpt based on the Personalized Federated Learning algorithm…”
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Certifiably Robust Image Watermark par Jiang, Zhengyuan, Guo, Moyang, Hu, Yuepeng, Jia, Jinyuan, Gong, Neil Zhenqiang

Table des matières: “… guarantees, and designing algorithms to estimate them. Moreover, we extensively evaluate our image watermarks…”
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Efficient Betti Matching Enables Topology-Aware 3D Segmentation via Persistent Homology par Stucki, Nico, Bürgin, Vincent, Paetzold, Johannes C., Bauer, Ulrich

Table des matières: “…In this work, we propose an efficient algorithm for the calculation of the Betti matching, which…”
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Strong Copyright Protection for Language Models via Adaptive Model Fusion par Abad, Javier, Donhauser, Konstantin, Pinto, Francesco, Yang, Fanny

Table des matières: “…-Protecting Fusion (CP-Fuse), an algorithm that adaptively combines language models to minimize…”
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Graph grammars and Physics Informed Neural Networks for simulating of pollution propagation on Spitzbergen par Sikora, Maciej, Oliver-Serra, Albert, Siwik, Leszek, Leszczyńska, Natalia, Ciesielski, Tomasz Maciej, Valseth, Eirik, Leszczyński, Jacek, Paszyńska, Anna, Paszyński, Maciej

Table des matières: “…-edge refinement algorithm. This solver is used for an exemplary application: performing three…”
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Applicability criteria of proper charge neutrality and special relativistic MHD models extended by two-fluid effects par Yoshino, Shuntaro, Hirota, Makoto, Hattori, Yuji

Table des matières: “… algorithm, which is the most time-consuming part of the RMHD code, is no longer required to compute…”
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Advanced Persistent Threats (APT) Attribution Using Deep Reinforcement Learning par Basnet, Animesh Singh, Ghanem, Mohamed Chahine, Dunsin, Dipo, Sowinski-Mydlarz, Wiktor

Table des matières: “… coding, and numerous adjustments based on the insights gathered from predecessor models and contemporary…”
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Stochastic inflation and non-perturbative power spectrum beyond slow roll par Sharma, Devanshu

Table des matières: “… the large-scale behaviour of primordial fluctuations. In this work, we develop a numerical code to capture…”
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Hamiltonian Monte Carlo-Based Near-Optimal MIMO Signal Detection par Hagiwara, Junichiro, Nishimura, Toshihiko, Sato, Takanori, Ogawa, Yasutaka, Ohgane, Takeo

Table des matières: “… into a continuous problem while leveraging the efficient Hamiltonian Monte Carlo algorithm…”
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Can large language models be privacy preserving and fair medical coders? par Dadsetan, Ali, Soleymani, Dorsa, Zeng, Xijie, Rudzicz, Frank

Table des matières: “…Protecting patient data privacy is a critical concern when deploying machine learning algorithms…”
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Edicho: Consistent Image Editing in the Wild par Bai, Qingyan, Ouyang, Hao, Xu, Yinghao, Wang, Qiuyu, Yang, Ceyuan, Cheng, Ka Leong, Shen, Yujun, Chen, Qifeng

Table des matières: “… algorithm enjoys a plug-and-play nature and is compatible to most diffusion-based editing methods…”
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TeNeS-v2: Enhancement for Real-Time and Finite Temperature Simulations of Quantum Many-Body Systems par Motoyama, Yuichi, Okubo, Tsuyoshi, Yoshimi, Kazuyoshi, Morita, Satoshi, Aoyama, Tatsumi, Kato, Takeo, Kawashima, Naoki

Table des matières: “…, the technical complexity of TPS/PEPS-based coding is often too much for researchers to handle. To reduce…”
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Formally Verifying a Transformation from MLTL Formulas to Regular Expressions par Wang, Zili, Kosaian, Katherine, Rozier, Kristin Yvonne

Table des matières: “… itself works correctly. To that end, we verify the WEST algorithm, which converts MLTL formulas…”
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Task-Aware Virtual Training: Enhancing Generalization in Meta-Reinforcement Learning for Out-of-Distribution Tasks par Kim, Jeongmo, Park, Yisak, Kim, Minung, Han, Seungyul

Table des matières: “… Training (TAVT), a novel algorithm that accurately captures task characteristics for both training and OOD…”
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Performance Review on LLM for solving leetcode problems par Wang, Lun, Shi, Chuanqi, Du, Shaoshui, Tao, Yiyi, Shen, Yixian, Zheng, Hang, Shen, Yanxin, Qiu, Xinyu

Table des matières: “…) in solving programming challenges from Leetcode, a widely used platform for algorithm practice and technical…”
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Sparse Dictionary Learning for Image Recovery by Iterative Shrinkage par Shabani, Shima, Khoshghiaferezaee, Mohammadsadegh, Breuß, Michael

Table des matières: “…In this paper we study the sparse coding problem in the context of sparse dictionary learning…”
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