Risultati della ricerca - decoding (algorithmics OR (algorithm OR (algorithm OR algorithm)))

Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow di Mei, Yixuan, Zhuang, Yonghao, Miao, Xupeng, Yang, Juncheng, Jia, Zhihao, Vinayak, Rashmi

Sommario: “... through their capacities. Helix then uses a mixed integer linear programming (MILP) algorithm to discover...”
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FastPoseCNN: Real-Time Monocular Category-Level Pose and Size Estimation Framework di Davalos, Eduardo, Aminian, Mehran

Sommario: “... framework and Umeyama algorithm. To optimize our method and yield real-time results, our framework uses...”
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Localizing axial dense emitters based onsingle-helix point spread function andcompressed sensing di Wu, Hanzhe, Chen, Danni, Xiang, YiHong Jiand Gan, Li, Heng, Yu, Bin, Qu, JunLe

Sommario: “... scanning position, an SH image of excited molecules is processed with CS algorithm to decode their axial...”
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Towards Chapter-to-Chapter Context-Aware Literary Translation via Large Language Models di Jin, Linghao, An, Li, Ma, Xuezhe

Sommario: “..., with respect to both model learning methods and translation decoding algorithms. ...”
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CharED: Character-wise Ensemble Decoding for Large Language Models di Gu, Kevin, Tuecke, Eva, Katz, Dmitriy, Horesh, Raya, Alvarez-Melis, David, Yurochkin, Mikhail

Sommario: “... consuming and computationally expensive. We therefore present an inference-time ensembling algorithm aimed...”
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Small Language Models: Survey, Measurements, and Insights di Lu, Zhenyan, Li, Xiang, Cai, Dongqi, Yi, Rongjie, Liu, Fangming, Zhang, Xiwen, Lane, Nicholas D., Xu, Mengwei

Sommario: “... on transformer-based, decoder-only language models with 100M-5B parameters, we survey 70 state-of-the-art open...”
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Flexible Rate-Splitting Multiple Access for Near-Field Integrated Sensing and Communications di Zhou, Jiasi, Zhou, Cong, Zeng, Cheng, Tellambura, Chintha

Sommario: “... in its flexibility to select a subset of users for decoding the common stream, enhancing interference...”
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Deep Lidar-guided Image Deblurring di Yi, Ziyao, Valsesia, Diego, Bianchi, Tiziano, Magli, Enrico

Sommario: “...-decoder models, enabling them to incorporate depth information as an additional input with minimal extra...”
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A Novel Hybrid Precoder With Low-Resolution Phase Shifters and Fronthaul Capacity Limitation di Ramezani, Parisa, Kosasih, Alva, Björnson, Emil

Sommario: “... propose novel designs inspired by the sphere decoding (SD) algorithm. We demonstrate numerically that our...”
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Generative quantum combinatorial optimization by means of a novel conditional generative quantum eigensolver di Minami, Shunya, Nakaji, Kouhei, Suzuki, Yohichi, Aspuru-Guzik, Alán, Kadowaki, Tadashi

Sommario: “... significant progress has been made, applying quantum algorithms to real-world problems remains challenging...”
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Comprehensive Review of Deep Unfolding Techniques for Next-Generation Wireless Communication Systems di Deka, Sukanya, Deka, Kuntal, Nguyen, Nhan Thanh, Sharma, Sanjeev, Bhatia, Vimal, Rajatheva, Nandana

Sommario: “... by transforming complex iterative algorithms into structured layers of deep neural networks (DNNs). This approach...”
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Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification di Liu, Dingkun, Li, Siyang, Wang, Ziwei, Li, Wei, Wu, Dongrui

Sommario: “... and external devices, typically via electroencephalogram (EEG) signals. However, decoding EEG signals across...”
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TempTest: Local Normalization Distortion and the Detection of Machine-generated Text di Kempton, Tom, Burrell, Stuart, Cheverall, Connor

Sommario: “... of human text ever closer, this will limit our ability to build effective detection algorithms. To combat...”
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Fine-grained spatial-temporal perception for gas leak segmentation di Zhao, Xinlong, Du, Shan

Sommario: “... (FGSTP) algorithm for gas leak segmentation. FGSTP captures critical motion clues across frames...”
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Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges di Li, Senyao, Wang, Haozhao, Xu, Wenchao, Zhang, Rui, Guo, Song, Yuan, Jingling, Zhong, Xian, Zhang, Tianwei, Li, Ruixuan

Sommario: “...-aware offloading, speculative decoding, and modular routing. For training, we review distributed...”
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Joint parameter estimation and multidimensional reconciliation for continuous-variable quantum key distribution di Dai, Jisheng, Jiang, Xue-Qin, Huang, Peng, Wang, Tao, Zeng, Guihua

Sommario: “... the expectation-maximization (EM) algorithm, the proposed method simultaneously estimates unknown parameters...”
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Deep Unrolling of Sparsity-Induced RDO for 3D Point Cloud Attribute Coding di Do, Tam Thuc, Chou, Philip A., Cheung, Gene

Sommario: “...Given encoded 3D point cloud geometry available at the decoder, we study the problem of lossy...”
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Perfect pure quantum state transfer via state restoring and ancilla measurement di Fel'dman, E. B., Wu, J., Zenchuk, A. I.

Sommario: “... into the $k$-excitation state of the sender, transfer and restore this state and finally decode the restored...”
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Demonstration of a Logical Architecture Uniting Motion and In-Place Entanglement di Rines, Rich, Hall, Benjamin, Teo, Mariesa H., Viszlai, Joshua, Cole, Daniel C., Mason, David, Barker, Cameron, Bedalov, Matt J., Blakely, Matt, Bothwell, Tobias, Carnahan, Caitlin, Chong, Frederic T., Eubanks, Samuel Y., Fields, Brian, Gillette, Matthew, Goiporia, Palash, Gokhale, Pranav, Hickman, Garrett T., Iliev, Marin, Jones, Eric B., Jones, Ryan A., Kuper, Kevin W., Lee, Stephanie, Lichtman, Martin T., Loeffler, Kevin, Mackintosh, Nate, Majdeteimouri, Farhad, Mitchell, Peter T., Noel, Thomas W., Novakoski, Ely, Omole, Victory, Owusu-Antwi, David, Radnaev, Alexander G., Reiter, Anthony, Saffman, Mark, Thotakura, Bharath, Tomesh, Teague, Vinogradov, Ilya

Sommario: “... variant of Shor's algorithm, observing improved logical-over-physical performance, including with loss...”
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Efficient Variational Quantum Algorithms for the Generalized Assignment Problem di Mastroianni, Carlo, Plastina, Francesco, Settino, Jacopo, Vinci, Andrea

Sommario: “...Quantum algorithms offer a compelling new avenue for addressing difficult NP-complete optimization...”
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