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

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...”
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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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Sequential Decoding of Convolutional Codes for Synchronization Errors di Banerjee, Anisha, Lenz, Andreas, Wachter-Zeh, Antonia

Sommario: “...Sequential decoding, commonly applied to substitution channels, is a sub-optimal alternative...”
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Multi-Candidate Speculative Decoding di Yang, Sen, Huang, Shujian, Dai, Xinyu, Chen, Jiajun

Sommario: “... their generating text autoregressively is time-consuming. One way to speed them up is speculative decoding, which...”
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Performance-Complexity-Latency Trade-offs of Concatenated RS-SDBCH Codes di Sukmadji, Alvin Y., Kschischang, Frank R.

Sommario: “... Chase-algorithm-based soft-decision-decoded Bose--Ray-Chaudhuri--Hocquenghem codes, and four-level pulse...”
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Protograph-Based LDPC Codes with Local Irregularity di Wüst, Vincent, Cil, Erdem Eray, Schmalen, Laurent

Sommario: “...) algorithm to estimate decoding thresholds on the binary input additive white Gaussian noise channel, perform...”
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Extending direct data-driven predictive control towards systems with finite control sets di Klädtke, Manuel, Darup, Moritz Schulze, Quevedo, Daniel E.

Sommario: “... decoding algorithm, known for its efficiency and prominence in FCS-MPC applications. We test...”
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Controlling Summarization Length Through EOS Token Weighting di Belligoli, Zeno, Stergiadis, Emmanouil, Fainman, Eran, Gusev, Ilya

Sommario: “...-entropy loss computation. The proposed methodology is agnostic to architecture and decoding algorithms...”
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Reed-Solomon Codes over Cyclic Polynomial Ring with Lower Encoding/Decoding Complexity di Liu, Wenhao, Jiang, Zhengyi, Huang, Zhongyi, Song, Linqi, Hou, Hanxu

Sommario: “... in storage and communication systems. Many fast encoding/decoding algorithms such as fast Fourier transform...”
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Smoothed Analysis of Learning from Positive Samples di Lee, Jane H., Mehrotra, Anay, Zampetakis, Manolis

Sommario: “... witnesses smoothness of $D^*$, as arises when list-decoding algorithms learn samplers for $D^*$ from...”
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Simplified Successive Cancellation List Decoding of PAC Codes di Saber, Hamid, Hatami, Homayoon, Bae, Jung Hyun

Sommario: “... decoding and present a simplified SCL (SSCL) decoding algorithm for PAC codes. SSCL decoding of PAC codes...”
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The outcomes of generative AI are exactly the Nash equilibria of a non-potential game di Djehiche, Boualem, Tembine, Hamidou

Sommario: “...-potential game. We then design and analyze deep neural network algorithms that converge to these equilibria...”
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Deep Learning-Based Operators for Evolutionary Algorithms di Shem-Tov, Eliad, Sipper, Moshe, Elyasaf, Achiya

Sommario: “... learning: a crossover operator for genetic algorithms and a mutation operator for genetic programming. Deep...”
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