Search Results - coding (algorithmssicssics OR (algorithm OR (algorithm OR algorithm)))

Distributionally Robust Model Predictive Control: Closed-loop Guarantees and Scalable Algorithms by McAllister, Robert D., Esfahani, Peyman Mohajerin

Table of Contents: “…We establish a collection of closed-loop guarantees and propose a scalable optimization algorithm…”
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A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends by Mei, Jiaxin, Zhou, Tao, Huang, Kaiwen, Zhang, Yizhe, Zhou, Yi, Wu, Ye, Fu, Huazhu

Table of Contents: “… 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 by Pelke, Rebecca, Cubero-Cascante, Jose, Bosbach, Nils, Staudigl, Felix, Leupers, Rainer, Joseph, Jan Moritz

Table of Contents: “… 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 by Chi, Kaiyi, Yang, Qianqian, Shu, Yuanchao, Yang, Zhaohui, Shi, Zhiguo

Table of Contents: “…-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 by Varlamov, Alexander, Diatlova, Daria, Spirin, Egor

Table of Contents: “… 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 by 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 of Contents: “… 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 by Guan, Yunchuan, Liu, Yu, Liu, Ketong, Zhou, Ke, Shen, Zhiqi

Table of Contents: “… 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 by Aghdam, Rosa, Solis-Lemus, Claudia

Table of Contents: “… 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 by Chen, Mingyu, Chen, Yiding, Sun, Wen, Zhang, Xuezhou

Table of Contents: “… 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 by Bose, Avinandan, Lessard, Laurent, Fazel, Maryam, Dvijotham, Krishnamurthy Dj

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

Table of Contents: “…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 by Gröhl, Janek, Kunyansky, Leonid, Poimala, Jenni, Else, Thomas R., Di Cecio, Francesca, Bohndiek, Sarah E., Cox, Ben T., Hauptmann, Andreas

Table of Contents: “…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 by junkang, Liu, Liu, Yuanyuan, Shang, Fanhua, Liu, Hongying, Liu, Jin, Feng, Wei

Table of Contents: “…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 by Cashman, William, de Felice, Giovanni, Kissinger, Aleks

Table of Contents: “… 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 by Wu, Shutong, Zhang, Jiawei

Table of Contents: “… 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 by Noetzold, Darlan, Leithardt, Valderi Reis Quietinho

Table of Contents: “… 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 by Gao, Chenxiao, Chen, Edward, Chen, Tianyi, Dai, Bo

Table of Contents: “… 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 by Burgholzer, Lukas, Haag, Daniel, Stade, Yannick, Rovara, Damian, Hopf, Patrick, Wille, Robert

Table of Contents: “… frameworks that translate high-level algorithms into executable code. In the past, most solutions were built…”
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Entropy-Reinforced Planning with Large Language Models for Drug Discovery by Liu, Xuefeng, Tien, Chih-chan, Ding, Peng, Jiang, Songhao, Stevens, Rick L.

Table of Contents: “… illustrate the capabilities of ERP, we tested our algorithm on three code generation benchmarks…”
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Cycles and Cuts in Supersingular L-Isogeny Graphs by Arpin, Sarah, Bowden, Ross, Clements, James, Ghantous, Wissam, LeGrow, Jason T., Maughan, Krystal

Table of Contents: “… spectral algorithms for computing optimal graph cuts. We provide code and study explicit examples…”
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