Risultati della ricerca - decoding (algorithm OR Algorithmsssic)

A Machine Learning Based Explainability Framework for Interpreting Swarm Intelligence di Gupta, Nitin, Dutta, Bapi, Yadav, Anupam

Sommario: “...Swarm based optimization algorithms have demonstrated remarkable success in solving complex...”
Testo

Constrained Error-Correcting Codes for Efficient DNA Synthesis di Liu, Yajuan, Duman, Tolga M.

Sommario: “... following a fixed supersequence,we propose constrained codes with polynomial-time encoding and decoding...”
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New Constructions of Full Flag Codes Based on Partial Spreads di Han, Xiang, Li, Xinran, Wang, Gang

Sommario: “... present an efficient decoding algorithm for these codes. ...”
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Automatic Aorta Segmentation with Heavily Augmented, High-Resolution 3-D ResUNet: Contribution to the SEG.A Challenge di Wodzinski, Marek, Müller, Henning

Sommario: “... to the SEG.A challenge organized during the MICCAI 2023 conference. We propose a fully automated algorithm...”
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Phase Noise Detection via Expectation Propagation and Related Algorithms di Conti, Elisa, Vannucci, Armando, Piemontese, Amina, Colavolpe, Giulio

Sommario: “...-passing algorithm based on factor graphs with an inherent ability to combine prior knowledge of system...”
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A Double Maximization Approach for Optimizing the LM Rate of Mismatched Decoding di Chen, Lingyi, Wu, Shitong, Li, Xinwei, Wu, Huihui, Wu, Hao, Zhang, Wenyi

Sommario: “... abbreviated as LM rate), a key performance bound in mismatched decoding, by optimizing the channel input...”
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Fronthaul Quantization-Aware MU-MIMO Precoding for Sum Rate Maximization di Khorsandmanesh, Yasaman, Björnson, Emil, Jaldén, Joakim

Sommario: “... with the quantizer. We solve this non-convex mixed-integer problem to local optimality by a novel iterative algorithm...”
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A Contrastive Learning Based Convolutional Neural Network for ERP Brain-Computer Interfaces di Cui, Yuntian, Shen, Xinke, Zhang, Dan, Yang, Chen

Sommario: “... detection. The proposed algorithm achieved the best AUC performance in single-trial binary classification...”
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Access Point Selection for Bistatic Backscatter Communication in Cell-Free MIMO di Kaplan, Ahmet, Osorio, Diana P. M., Larsson, Erik G.

Sommario: “...) detector to decode the BD information bits is derived. Then, the exact probability of error...”
Testo

Mode-GS: Monocular Depth Guided Anchored 3D Gaussian Splatting for Robust Ground-View Scene Rendering di Lee, Yonghan, Choi, Jaehoon, Jung, Dongki, Yun, Jaeseong, Ryu, Soohyun, Manocha, Dinesh, Yeon, Suyong

Sommario: “...We present a novel-view rendering algorithm, Mode-GS, for ground-robot trajectory datasets. Our...”
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SoS Certifiability of Subgaussian Distributions and its Algorithmic Applications di Diakonikolas, Ilias, Hopkins, Samuel B., Pensia, Ankit, Tiegel, Stefan

Sommario: “...-certifiably subgaussian} -- a condition that yields efficient learning algorithms for a wide variety of high...”
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LiRCDepth: Lightweight Radar-Camera Depth Estimation via Knowledge Distillation and Uncertainty Guidance di Sun, Huawei, Vysotskaya, Nastassia, Sukianto, Tobias, Feng, Hao, Ott, Julius, Peng, Xiangyuan, Servadei, Lorenzo, Wille, Robert

Sommario: “...Recently, radar-camera fusion algorithms have gained significant attention as radar sensors provide...”
Testo

Twilight: Adaptive Attention Sparsity with Hierarchical Top-$p$ Pruning di Lin, Chaofan, Tang, Jiaming, Yang, Shuo, Wang, Hanshuo, Tang, Tian, Tian, Boyu, Stoica, Ion, Han, Song, Gao, Mingyu

Sommario: “... hot research topic. However, current algorithms such as sparse attention or key-value (KV) cache...”
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GFM-Planner: Perception-Aware Trajectory Planning with Geometric Feature Metric di Lin, Yue, Zhang, Xiaoxuan, Liu, Yang, Wang, Dong, Lu, Huchuan

Sommario: “... (MEM) to efficiently store GFM values across the environment. A constant-time decoding algorithm...”
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Exploiting Movable Antennas in NOMA Networks: Joint Beamforming, Power Allocation and Antenna Position Optimization di Zhou, Yufeng, Chen, Wen, Wu, Qingqing, Zhu, Xusheng, Li, Zhendong, Wang, Kunlun, Wu, Qiong

Sommario: “...) and users are equipped with MA, and a predetermined successive interference cancellation (SIC) decoding...”
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LCS-CTC: Leveraging Soft Alignments to Enhance Phonetic Transcription Robustness di Ye, Zongli, Lian, Jiachen, Gupta, Akshaj, Zhou, Xuanru, Li, Haodong, Patel, Krish, Park, Hwi Joo, Zhou, Dingkun, Guo, Chenxu, Li, Shuhe, Wang, Sam, Zhou, Iris, Cho, Cheol Jun, Ezzes, Zoe, Vonk, Jet M. J., Morin, Brittany T., Bogley, Rian, Wauters, Lisa, Miller, Zachary A., Gorno-Tempini, Maria Luisa, Anumanchipalli, Gopala

Sommario: “... recognition that combines a similarity-aware local alignment algorithm with a constrained CTC training...”
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Fast Inference via Hierarchical Speculative Decoding di Mohri, Clara, Kaplan, Haim, Schuster, Tal, Mansour, Yishay, Globerson, Amir

Sommario: “... to the number of tokens generated. Speculative decoding reduces this latency without sacrificing output quality...”
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Assessing the Information Content of Individual Spikes in Population-Level Models of Neural Spiking Activity di Ghahari, Azar, Eden, Uri T.

Sommario: “...In the last decade, there have been major advances in clusterless decoding algorithms for neural...”
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Advances in brain computer interface for amyotrophic lateral sclerosis communication di Yuchun Wang, Yurui Tang, Qianfeng Wang, Minyan Ge, Jinling Wang, Xinyi Cui, Nianhong Wang, Zhijun Bao, Shugeng Chen, Jing Wang, Shumao Xu

Sommario: “... high‐resolution neural signals from motor, premotor, and somatosensory cortices with decoding...”
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Reinforcement Learning for Multi-Truck Vehicle Routing Problems di Levin, Joshua, Correll, Randall, Ide, Takanori, Suzuki, Takafumi, Takaho, Saito, Arai, Alan

Sommario: “... to some vehicle routing problems (VRPs), especially when using policies generated by encoder-decoder...”
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