Suchergebnisse - coding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR Algorithmssics))

Denoising Application Performance Models with Noise-Resilient Priors von de Morais, Gustavo, Geiß, Alexander, Calotoiu, Alexandru, Corbin, Gregor, Tarraf, Ahmad, Hoefler, Torsten, Mohr, Bernd, Wolf, Felix

Inhaltsangabe: “… As parallel codes are scaled to larger computing systems, performance models play a crucial role …”
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Frequency-domain Learning with Kernel Prior for Blind Image Deblurring von Sun, Jixiang, Lei, Fei, Zhang, Jiawei, Sun, Wenxiu, Yang, Yujiu

Inhaltsangabe: “… method inspired by traditional deblurring algorithms that perform deconvolution in the frequency domain …”
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Explicit Lossless Vertex Expanders von Hsieh, Jun-Ting, Lubotzky, Alexander, Mohanty, Sidhanth, Reiner, Assaf, Zhang, Rachel Yun

Inhaltsangabe: “… codes of Lin and M. Hsieh with a linear time decoding algorithm. Our construction is based on taking …”
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An Algebraic Approach to Asymmetric Delegation and Polymorphic Label Inference (Technical Report) von Ren, Silei, Acay, Coşku, Myers, Andrew C.

Inhaltsangabe: “… and implement a novel algorithm that statically checks NMIF and a label inference procedure that efficiently …”
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Polarization Decomposition and Its Applications von Qi, Tianfu, Wang, Jun

Inhaltsangabe: “… as a function of the block length and subchannel index is derived. Furthermore, an efficient algorithm …”
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ResidualSketch: Enhancing Layer Efficiency and Error Reduction in Hierarchical Heavy Hitter Detection with ResNet Innovations von Liu, Xilai, Tian, Yuxuan, Wang, Xiangyuan, Wu, Yuhan, Wu, Wenhao, Yang, Tong, Xie, Gaogang

Inhaltsangabe: “… algorithm for HHH detection in hierarchical traffic analysis. ResidualSketch distinguishes itself …”
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GraSS: Scalable Data Attribution with Gradient Sparsification and Sparse Projection von Hu, Pingbang, Melkonian, Joseph, Tang, Weijing, Zhao, Han, Ma, Jiaqi W.

Inhaltsangabe: “… computation. In this work, we propose GraSS, a novel gradient compression algorithm and its variants FactGraSS …”
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Reward-Independent Messaging for Decentralized Multi-Agent Reinforcement Learning von Yoshida, Naoto, Taniguchi, Tadahiro

Inhaltsangabe: “… learning model based on collective predictive coding (CPC) from emergent communication research. Unlike …”
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BINGO! Simple Optimizers Win Big if Problems Collapse to a Few Buckets von Ganguly, Kishan Kumar, Menzies, Tim

Inhaltsangabe: “… faster than state-of-the-art methods, with comparable effectiveness. Our new algorithms (LITE and LINE …”
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Enhancing PySCF-based Quantum Chemistry Simulations with Modern Hardware, Algorithms, and Python Tools von Pu, Zhichen, Sun, Qiming

Inhaltsangabe: “… GPU acceleration for selected PySCF modules. Second, we demonstrate algorithmic optimizations …”
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Portal for High-Precision Atomic Data and Computation von Kiruga, Amani, Cheung, Charles, Filin, Dmytro, Barakhshan, Parinaz, Bhosale, Akshay, Badhan, Vipul, Arora, Bindiya, Eigenmann, Rudolf, Safronova, Marianna S.

Inhaltsangabe: “… -access atomic software based on our research codes, including new workflow algorithms, which allow large …”
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Agentic-R1: Distilled Dual-Strategy Reasoning von Du, Weihua, Aggarwal, Pranjal, Welleck, Sean, Yang, Yiming

Inhaltsangabe: “… and error-prone natural language traces. Tool-augmented agents address arithmetic via code execution …”
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Resampling strategies for imbalanced regression: a survey and empirical analysis von Avelino, Juscimara G., Cavalcanti, George D. C., Cruz, Rafael M. O.

Inhaltsangabe: “… strategies in the form of resampling or balancing algorithms are proposed. This issue has largely been …”
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Task-Specific Audio Coding for Machines: Machine-Learned Latent Features Are Codes for That Machine von Kuznetsova, Anastasia, Jang, Inseon, Lim, Wootaek, Kim, Minje

Inhaltsangabe: “… Neural audio codecs, leveraging quantization algorithms, have significantly impacted various speech …”
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Enhancing Jailbreak Attacks on LLMs via Persona Prompts von Zhang, Zheng, Zhao, Peilin, Ye, Deheng, Wang, Hao

Inhaltsangabe: “… explore the efficacy of persona prompts in compromising LLM defenses. We propose a genetic algorithm-based …”
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Horizon tracking for asynchronous parallel black hole simulations von Nelli, Kyle C., Throwe, William, Deppe, Nils, Scheel, Mark A., Kidder, Lawrence E., Vu, Nils L., Teukolsky, Saul A.

Inhaltsangabe: “… of these next-generation detections. One approach, which the $\texttt{SpECTRE}$ code employs, is using spectral …”
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Scalable Option Learning in High-Throughput Environments von Henaff, Mikael, Fujimoto, Scott, Matthews, Michael, Rabbat, Michael

Inhaltsangabe: “… RL algorithm which achieves a ~35x higher throughput compared to existing hierarchical methods …”
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CRouting: Reducing Expensive Distance Calls in Graph-Based Approximate Nearest Neighbor Search von Li, Zhenxin, He, Shuibing, Guo, Jiahao, Zhang, Xuechen, Sun, Xian-He, Chen, Gang

Inhaltsangabe: “… applications. Recently, there has been a surge of interest in graph-based ANNS algorithms due to their superior …”
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Efficient Solutions for Mitigating Initialization Bias in Unsupervised Self-Adaptive Auditory Attention Decoding von Yao, Yuanyuan, Geirnaert, Simon, Tuytelaars, Tinne, Bertrand, Alexander

Inhaltsangabe: “… cost. The code for the proposed algorithms is available at https://github.com/YYao-42/Unsupervised_AAD.  …”
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Are ASR foundation models generalized enough to capture features of regional dialects for low-resource languages? von Dipto, Tawsif Tashwar, Hossain, Azmol, Faruque, Rubayet Sabbir, Hassan, Md. Rezuwan, Fatema, Kanij, Shome, Tanmoy, Naswan, Ruwad, Zihad, Md. Foriduzzaman, Anam, Mohaymen Ul, Tasnim, Nazia, Mahmud, Hasan, Hasan, Md Kamrul, Shawon, Md. Mehedi Hasan, Sadeque, Farig, Reasat, Tahsin

Inhaltsangabe: “… out of-distribution (OOD) resource for ASR modeling under constrained resources in ASR algorithms …”
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