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

Fronthaul Compression for Uplink Massive MIMO using Matrix Decomposition di P, Aswathylakshmi, Ganti, Radha Krishna

Sommario: “... an alternating minimisation algorithm for blind deconvolution of the received data matrix that provides...”
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A Deep Learning Approach for SAR Tomographic Imaging of Forested Areas di Berenger, Zoé, Denis, Loïc, Tupin, Florence, Ferro-Famil, Laurent, Huang, Yue

Sommario: “... in the form of iterative minimization algorithms. We show that light-weight neural networks can be trained...”
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[Re] The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Non-Gaussian Observation Models di Casco-Rodriguez, Josue, Kemere, Caleb, Baraniuk, Richard G.

Sommario: “... learning. One such application is neural decoding for neuroprostheses. In 2020, Burkhart et al. thoroughly...”
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Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe di Ziarko, Alicja, Jiang, Albert Q., Piotrowski, Bartosz, Li, Wenda, Jamnik, Mateja, Miłoś, Piotr

Sommario: “...-optimal fashion, given a suite of pre-trained decoder-only language models. Our innovation is an algorithm...”
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MSE Minimization in RIS-Aided MU-MIMO with Discrete Phase Shifts and Fronthaul Quantization di Ramezani, Parisa, Khorsandmanesh, Yasaman, Björnson, Emil

Sommario: “... squared error (MSE) minimization problem and propose an algorithm based on the block coordinate descent...”
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Thinner Latent Spaces: Detecting Dimension and Imposing Invariance with Conformal Autoencoders di Kevrekidis, George A., Ahmad, Zan, Maggioni, Mauro, Villar, Soledad, Kevrekidis, Yannis G.

Sommario: “... of their tangent space), while simultaneously computing encoding and decoding (embedding) maps. We outline...”
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Pseudo-Nonlinear Data Augmentation: A Constrained Energy Minimization Viewpoint di Hu, Pingbang, Sugiyama, Mahito

Sommario: “... the structure of the data itself, supporting efficient and explicit encoding and decoding procedures. We...”
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Approximately Aligned Decoding di Melcer, Daniel, Gonugondla, Sujan, Perera, Pramuditha, Qian, Haifeng, Chiang, Wen-Hao, Wang, Yanjun, Jain, Nihal, Garg, Pranav, Ma, Xiaofei, Deoras, Anoop

Sommario: “... efficiency, inspired by algorithms from the speculative decoding literature. AprAD allows for the generation...”
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Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders di Zhu, Xiaofeng, Mandivarapu, Jaya Krishna

Sommario: “...) a post-processing algorithm that leverages knowledge triplets in RAG context to correct...”
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Clarke Transform and Encoder-Decoder Architecture for Arbitrary Joints Locations in Displacement-Actuated Continuum Robots di Grassmann, Reinhard M., Burgner-Kahrs, Jessica

Sommario: “... modified Clarke transform opens new opportunities in mechanical design and algorithmic approaches beyond...”
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Real-time adaptation of quantum noise channel estimates di Daguerre, Lucas, Sarovar, Mohan

Sommario: “... and are desirable for informing quantum error correction decoders. These estimates can be obtained by resource...”
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Waste Not, Want Not; Recycled Gumbel Noise Improves Consistency in Natural Language Generation di de Mijolla, Damien, Saddiq, Hannan, Moore, Kim

Sommario: “... inputs. To address this, we propose a novel decoding algorithm that enhances response consistency across...”
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The Oval Strikes Back di Di Giusto, Andrea, Ravagnani, Alberto, Soljanin, Emina

Sommario: “... to analyze the PIR properties of the considered MDS matrices and present a one-step majority-logic decoding...”
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83‐3: Neural Network‐Empowered Hologram Compression for Computational Near‐Eye Displays di Hyunmin Ban, Wenbin Zhou, Xiangyu Meng, Feifan Qu, Yifan Peng

Sommario: “...) algorithms face high computational demands. This work presents an efficient hologram generation...”
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Facilitating Practical Fault-tolerant Quantum Computing Based on Color Codes di Zhang, Jiaxuan, Wu, Yu-Chun, Guo, Guo-Ping

Sommario: “... surgery, and gives an efficient decoding algorithm, which is crucial for performing logical operations...”
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Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling di Luo, Xianzhen, Wang, Yixuan, Zhu, Qingfu, Zhang, Zhiming, Zhang, Xuanyu, Yang, Qing, Xu, Dongliang

Sommario: “... decoding represents a lossless approach to accelerate inference through a guess-and-verify paradigm. Some...”
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Towards High-Speed Passive Visible Light Communication with Event Cameras and Digital Micro-Mirrors di Wang, Yanxiang, Shen, Yiran, Xu, Kenuo, Zhao, Guangrong, Hassan, Mahbub, Xu, Chenren, Hu, Wen

Sommario: “.... For the event camera, we introduce event processing algorithms to detect numerous channels and decode bits from...”
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Single-word Auditory Attention Decoding Using Deep Learning Model di Nguyen, Nhan Duc Thanh, Phan, Huy, Mikkelsen, Kaare, Kidmose, Preben

Sommario: “..., is known as auditory attention decoding (AAD). The majority of AAD algorithms utilize the so-called...”
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Trajectory Prediction for Autonomous Driving using Agent-Interaction Graph Embedding di Samiuddin, Jilan, Boulet, Benoit, Wu, Di

Sommario: “... sequential Gated Recurrent Unit decoder network uses the embedding of the current timestamp to get...”
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CRANE: Reasoning with constrained LLM generation di Banerjee, Debangshu, Suresh, Tarun, Ugare, Shubham, Misailovic, Sasa, Singh, Gagandeep

Sommario: “... on these theoretical insights, we propose a reasoning-augmented constrained decoding algorithm, CRANE, which...”
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