Résultats de la recherche - (endedededededededededededededededededededededededecoding OR coding) (algorithmics OR algorithm)

A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends par Mei, Jiaxin, Zhou, Tao, Huang, Kaiwen, Zhang, Yizhe, Zhou, Yi, Wu, Ye, Fu, Huazhu

Table des matières: “… segmentation algorithms based on deep learning networks have emerged, making significant progress in this field…”
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CLSA-CIM: A Cross-Layer Scheduling Approach for Computing-in-Memory Architectures par Pelke, Rebecca, Cubero-Cascante, Jose, Bosbach, Nils, Staudigl, Felix, Leupers, Rainer, Joseph, Jan Moritz

Table des matières: “… processing and reduced power consumption. Efficient compiler algorithms are essential to exploit…”
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Minimizing End-to-End Latency for Joint Source-Channel Coding Systems par Chi, Kaiyi, Yang, Qianqian, Shu, Yuanchao, Yang, Zhaohui, Shi, Zhiguo

Table des matières: “…-channel coding (JSCC) schemes in enhancing transmission efficiency, they often overlook the crucial aspect…”
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METR: Image Watermarking with Large Number of Unique Messages par Varlamov, Alexander, Diatlova, Daria, Spirin, Egor

Table des matières: “… researchers, companies, and creators to focus on improving watermarking algorithms. This provision would make…”
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The Blending ToolKit: A simulation framework for evaluation of galaxy detection and deblending par Mendoza, Ismael, Torchylo, Andrii, Sainrat, Thomas, Guinot, Axel, Boucaud, Alexandre, Paillassa, Maxime, Avestruz, Camille, Adari, Prakruth, Aubourg, Eric, Biswas, Biswajit, Buchanan, James, Burchat, Patricia, Doux, Cyrille, Joseph, Remy, Kamath, Sowmya, Malz, Alex I., Merz, Grant, Miyatake, Hironao, Roucelle, Cécile, Zhang, Tianqing, Collaboration, the LSST Dark Energy Science

Table des matières: “… of galaxies and performing self-consistent comparisons of detection and deblending algorithms based on a suite…”
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Unsupervised Meta-Learning via Dynamic Head and Heterogeneous Task Construction for Few-Shot Classification par Guan, Yunchuan, Liu, Yu, Liu, Ketong, Zhou, Ke, Shen, Zhiqi

Table des matières: “… and reinforcement learning. However, the questions of why and when it is better than other algorithms in few-shot…”
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CMiNet: R package for learning the Consensus Microbiome Network par Aghdam, Rosa, Solis-Lemus, Claudia

Table des matières: “… to variations in the output of different network inference algorithms. To address this issue, we present CMiNet…”
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Avoiding $\mathbf{exp(R_{max})}$ scaling in RLHF through Preference-based Exploration par Chen, Mingyu, Chen, Yiding, Sun, Wen, Zhang, Xuezhou

Table des matières: “… efficiency. All existing algorithms in online RLHF, whether doing passive exploration or active exploration…”
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Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoning par Bose, Avinandan, Lessard, Laurent, Fazel, Maryam, Dvijotham, Krishnamurthy Dj

Table des matières: “… algorithms against such attacks. Existing research on provable certified robustness against data poisoning…”
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Soft Reasoning Paths for Knowledge Graph Completion par Hou, Yanning, Zhou, Sihang, Liang, Ke, Meng, Lingyuan, Chen, Xiaoshu, Xu, Ke, Wang, Siwei, Liu, Xinwang, Huang, Jian

Table des matières: “…Reasoning paths are reliable information in knowledge graph completion (KGC) in which algorithms…”
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Digital twins enable full-reference quality assessment of photoacoustic image reconstructions par Gröhl, Janek, Kunyansky, Leonid, Poimala, Jenni, Else, Thomas R., Di Cecio, Francesca, Bohndiek, Sarah E., Cox, Ben T., Hauptmann, Andreas

Table des matières: “…Quantitative comparison of the quality of photoacoustic image reconstruction algorithms remains a…”
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FedSWA: Improving Generalization in Federated Learning with Highly Heterogeneous Data via Momentum-Based Stochastic Controlled Weight Averaging par junkang, Liu, Liu, Yuanyuan, Shang, Fanhua, Liu, Hongying, Liu, Jin, Feng, Wei

Table des matières: “…For federated learning (FL) algorithms such as FedSAM, their generalization capability is crucial…”
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Finding trail covers: near-optimal decompositions of graph states as linear fusion networks par Cashman, William, de Felice, Giovanni, Kissinger, Aleks

Table des matières: “… and provide a series of benchmarks showing the performance of our algorithms on common error-correcting codes…”
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Free Draft-and-Verification: Toward Lossless Parallel Decoding for Diffusion Large Language Models par Wu, Shutong, Zhang, Jiawei

Table des matières: “… the great potential of efficient inference with parallel decoding algorithms, which enable multi-token…”
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Fundamentals, Recent Advances, and Challenges Regarding Cryptographic Algorithms for the Quantum Computing Era par Noetzold, Darlan, Leithardt, Valderi Reis Quietinho

Table des matières: “… fundamentals, we discuss classical and post-quantum algorithms, evaluate emerging patterns, and point out real…”
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FlowRL: A Taxonomy and Modular Framework for Reinforcement Learning with Diffusion Policies par Gao, Chenxiao, Chen, Edward, Chen, Tianyi, Dai, Bo

Table des matières: “… this gap by introducing a comprehensive taxonomy for RL algorithms with diffusion/flow policies. To support…”
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The MQT Compiler Collection: A Blueprint for a Future-Proof Quantum-Classical Compilation Framework par Burgholzer, Lukas, Haag, Daniel, Stade, Yannick, Rovara, Damian, Hopf, Patrick, Wille, Robert

Table des matières: “… frameworks that translate high-level algorithms into executable code. In the past, most solutions were built…”
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KKMCee: Multi-photon MC for lepton and quark pair production at lepton colliders par Yost, Scott A., Jadach, Stanisław, Ward, B. F. L., Wąs, Zbigniew, Siódmok, Andrzej

Table des matières: “… sophisticated event generator for such processes. Its entire source code has been rewritten in C++. We have…”
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Traversing combinatorial 0/1-polytopes via optimization par Merino, Arturo, Mütze, Torsten

Table des matières: “… method relies on a simple and versatile algorithm for computing a Hamilton path on the skeleton of any 0…”
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A high-performance lattice Boltzmann model for multicomponent turbulent jet simulations par Montessori, Andrea, Hegele Jr., Luiz A., Lauricella, Marco

Table des matières: “… of dynamic regimes. The implementation of the multicomponent lattice Boltzmann code achieves peak…”
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