Risultati della ricerca - decoding (Algorithmssics OR algorithm)

A Spiking Neural Network Implementation of Gaussian Belief Propagation di Adamiat, Sepideh, Kouw, Wouter M., de Vries, Bert

Sommario: “... these signals through a spiking neural network (SNN) and decoding the spike-based signal back to an outgoing...”
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Auditing Language Model Unlearning via Information Decomposition di Goel, Anmol, Ritter, Alan, Gurevych, Iryna

Sommario: “...: despite the apparent success of unlearning algorithms, information about the forgotten data remains...”
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Physics-Guided Variational Model for Unsupervised Sound Source Tracking di Fiorio, Luan Vinícius, Nikoloska, Ivana, Defraene, Bruno, Young, Alex, David, Johan, Aarts, Ronald M.

Sommario: “...Sound source tracking is commonly performed using classical array-processing algorithms, while...”
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SVD Contextual Sparsity Predictors for Fast LLM Inference di Serbin, Georgii, Koshkin, Kirill, Sun, Zhongao, Bistrigova, Anastasiya, Korikov, C. C.

Sommario: “..., along with a threshold calibration algorithm, and inference executors supporting conditional computation...”
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SemantiCache: Efficient KV Cache Compression via Semantic Chunking and Clustered Merging di Wu, Shunlong, Lin, Hai, Chen, Shaoshen, Lu, Tingwei, Zeng, Yongqin, Zhan, Shaoxiong, Zheng, Hai-Tao, Kim, Hong-Gee

Sommario: “... each chunk, we introduce a computationally efficient Greedy Seed-Based Clustering (GSC) algorithm...”
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Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models di Ringel, Liran, Ali, Ameen, Romano, Yaniv

Sommario: “... in parallel. However, parallel decoding introduces a distributional mismatch: it approximates the joint...”
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Gumbel Machine: Counterfactual Student Writing Generation via Gumbel Noise Steering di McNichols, Hunter, Scarlatos, Alexander, Dascalu, Mihai, McNamara, Danielle, Lan, Andrew

Sommario: “... to a reference factual text. Central to our approach is a novel, controlled decoding algorithm, $β...”
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Multiple Chains Markov Switching Vector Autoregression di Leopoldo Catania

Sommario: “... more informative decoding of the latent states than the standard MS‐VAR model. The maximum likelihood...”
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Joint Ranging and Phase Offset Estimation for Multiple Drones using ADS-B Signatures di Mohammadkarimi, Mostafa, Leus, Geert, Rajan, Raj Thilak

Sommario: “.... It jointly estimates range and PO prior to ADS-B packet decoding; thus, it can improve air safety when packet...”
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Over-the-Air Learning-based Geometry Point Cloud Transmission di Bian, Chenghong, Shao, Yulin, Gunduz, Deniz

Sommario: “... and feature extraction process. At the receiver, SEPT decoder reconstructs the point cloud with latent...”
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GrainGNN: A dynamic graph neural network for predicting 3D grain microstructure di Qin, Yigong, DeWitt, Stephen, Radhakrishnan, Balasubramaniam, Biros, George

Sommario: “... combine pattern finding and altering graph algorithms with two neural networks, a classifier...”
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FiRST: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction di Jain, Akriti, Sharma, Saransh, Mukherjee, Koyel, Pal, Soumyabrata

Sommario: “... of transformer layers, autoregressive decoding faces significant computation/latency challenges, particularly...”
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Memory-Efficient Large Language Models for Program Repair with Semantic-Guided Patch Generation di Le-Cong, Thanh, Le, Bach, Murray, Toby

Sommario: “...-first search algorithm. At each decoding step, FLAMES uses semantic feedback from test validation...”
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FlexLLM: Composable HLS Library for Flexible Hybrid LLM Accelerator Design di Zhang, Jiahao, He, Zifan, Fraser, Nicholas, Blott, Michaela, Sun, Yizhou, Cong, Jason

Sommario: “... and decode, and provides a comprehensive quantization suite to support accurate low-bit deployment. Using...”
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Transmit Pinching-Antenna Systems (T-PASS): Connecting Wired to Wireless Communications di Gan, Deqiao, Ouyang, Chongjun, Liu, Yuanwei, Ge, Xiaohu

Sommario: “..., the optimal PA position and successive interference cancellation (SIC) decoding order are derived. Closed-form...”
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Full‐Stack Architectures for Intelligent Brain‐Computer Interfaces di Hee Kyu Lee, Hyun Bin Kim, Sang Uk Park, Janghoon Joo, Jinhong Min, Geumbee Lee, Joohoon Kang, Hyoyoung Jeong, Jae‐Young Yoo, Sang Min Won

Sommario: “..., wireless communication strategies, and neural decoding algorithms. At the interface level, enhancements...”
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Calibration‐Free Electromyography Motor Intent Decoding Using Large‐Scale Supervised Pretraining di Alexander E. Olsson, Nebojša Maleševic, Anders Björkman, Christian Antfolk

Sommario: “... learning algorithms for myoelectric pattern recognition require substantial user‐specific training data...”
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Hardness of Maximum Likelihood Learning of DPPs di Grigorescu, Elena, Juba, Brendan, Wimmer, Karl, Xie, Ning

Sommario: “... the likelihood of the data is typically desirable. The algorithms used for this task to date either optimize over...”
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On nonlinear compression costs: when Shannon meets Rényi di Somazzi, Andrea, Ferragina, Paolo, Garlaschelli, Diego

Sommario: “...{exponential} average codeword length, i.e. when the cost of encoding/decoding scales exponentially...”
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Performance evaluation of software for the spectral analysis of speech signals in a MIPS based architecture di Nicolás Felipe Gutiérrez Páez

Sommario: “... analysis Performance analysis Speech recognition and algorithms for audio encoding/decoding are large...”
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