Risultati della ricerca - Decoding (algorithmics OR algorithm)

AADNet: Exploring EEG Spatiotemporal Information for Fast and Accurate Orientation and Timbre Detection of Auditory Attention Based on A Cue-Masked Paradigm di Shi, Keren, Liu, Xu, Yuan, Xue, Shang, Haijie, Dai, Ruiting, Wang, Hanbin, Fu, Yunfa, Jiang, Ning, He, Jiayuan

Sommario: “... is attending in noisy environments. Decoding algorithms and experimental paradigm designs are crucial...”
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Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training di Zhang, Miaosen, Liu, Yishan, Lin, Shuxia, Yang, Xu, Dai, Qi, Luo, Chong, Jiang, Weihao, Hou, Peng, Zeng, Anxiang, Geng, Xin, Guo, Baining

Sommario: “..., and (ii) \textbf{\textit{Hinted Decoding}}, a data-level technique that can re-align the training corpus...”
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Improved Lower Bounds for Approximating Parameterized Nearest Codeword and Related Problems under ETH di Li, Shuangle, Lin, Bingkai, Liu, Yuwei

Sommario: “... Likelihood Decoding problem over $\mathbb{F}_p$ ($k$-MLD$_p$). The reduction takes a $k$-MLD$_p$ instance...”
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Enhancing Perception Quality in Remote Sensing Image Compression via Invertible Neural Network di Li, Junhui, Hou, Xingsong

Sommario: “...Decoding remote sensing images to achieve high perceptual quality, particularly at low bitrates...”
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Approximating N-Player Nash Equilibrium through Gradient Descent di Wang, Dongge, Yan, Xiang, Dou, Zehao, Huang, Wenhan, Yang, Yaodong, Deng, Xiaotie

Sommario: “...Decoding how rational agents should behave in shared systems remains a critical challenge within...”
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Knowledge Distillation with Training Wheels di Liu, Guanlin, Ramachandran, Anand, Gangwani, Tanmay, Fu, Yan, Sethy, Abhinav

Sommario: “... knowledge distillation algorithm using on-policy and off-policy demonstrations. We extend this using...”
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Online Gaussian elimination for quantum LDPC decoding di Griffiths, Sam J., Benhemou, Asmae, Browne, Dan E.

Sommario: “...Decoders for quantum LDPC codes generally rely on solving a parity-check equation with Gaussian...”
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Joint Error Correction and Fading Channel Estimation Enhancement Leveraging GRAND di Wiame, Charles, Duffy, Ken R., Médard, Muriel

Sommario: “... length or improving the estimation algorithm, we propose two new approaches based on Guessing Random...”
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Eliminating Multi-GPU Performance Taxes: A Systems Approach to Efficient Distributed LLMs di Trifan, Octavian Alexandru, Sangaiah, Karthik, Awad, Muhammad, Osama, Muhammad, Gudaparthi, Sumanth, Nicolau, Alexandru, Veidenbaum, Alexander, Dasika, Ganesh

Sommario: “... the foundational All-Gather + general matrix multiplication operation to the complex Flash Decode algorithm, we...”
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A Low-Complexity Framework for Multi-access Coded Caching Systems with Arbitrary User-cache Access Topology di Yang, Ting, Wan, Kai, Cheng, Minquan, Yi, Xinping, Qiu, Robert Caiming, Caire, Giuseppe

Sommario: “... for the MACC delivery problem. Decoding conflicts among the requested packets are captured by a conflict graph...”
Testo

An Uncertainty-Aware ED-LSTM for Probabilistic Suffix Prediction di Mustroph, Henryk, Kunkler, Michel, Rinderle-Ma, Stefanie

Sommario: “.... The proposed approach is based on an Uncertainty-Aware Encoder-Decoder LSTM (U-ED-LSTM) and a Monte Carlo (MC...”
Testo

Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers di Yona, Gal, Aharoni, Roee, Geva, Mor

Sommario: “... of the EntityQuestions dataset. We evaluate a range of decoding methods on GRANOLA-EQ, including a new algorithm, called...”
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LLMI3D: MLLM-based 3D Perception from a Single 2D Image di Yang, Fan, Zhao, Sicheng, Zhang, Yanhao, Chen, Hui, Lu, Haonan, Han, Jungong, Ding, Guiguang

Sommario: “... have necessitated 3D perception algorithms. However, current 3D perception methods, especially...”
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Fine-Grained Traffic Inference from Road to Lane via Spatio-Temporal Graph Node Generation di Li, Shuhao, Yang, Weidong, Cui, Yue, Liu, Xiaoxing, Meng, Lingkai, Ma, Lipeng, Zhang, Fan

Sommario: “... of sensors and issues with the accuracy of tracking algorithms. To address this, we propose the Fine-grained...”
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Complexity-Informed Causal Modeling of Neurodevelopmental Trajectories in Pediatric High-Grade Gliomas: Divergences from Neural Stem Cell Signatures di Uthamacumaran, Abicumaran, Zenil, Hector

Sommario: “... trajectories and disrupted differentiation hierarchies. We integrate transcriptional and algorithmic network...”
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Deterministic Hardness of Approximation of Unique-SVP and GapSVP in $\ell_p$ norms for $p>2$ di Hecht, Yahli, Safra, Muli

Sommario: “...-ratio hardness: no polynomial-time algorithm approximates $\mathsf{SVP}_p$ or $\mathsf{uSVP}_p$ within a...”
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Guessing random additive noise decoding with symbol reliability information (SRGRAND) di Duffy, Ken R., Médard, Muriel, An, Wei

Sommario: “... within Guessing Random Additive Noise Decoding, a universal hard detection decoder. We incorporate...”
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Massive Unsourced Random Access for Near-Field Communications di Xie, Xinyu, Wu, Yongpeng, An, Jianping, Ng, Derrick Wing Kwan, Xing, Chengwen, Zhang, Wenjun

Sommario: “...-distance (polar) domain based on the maximum permissible coherence. Decoding starts with retrieving active...”
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COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability di Guo, Xingang, Yu, Fangxu, Zhang, Huan, Qin, Lianhui, Hu, Bin

Sommario: “... the Energy-based Constrained Decoding with Langevin Dynamics (COLD), a state-of-the-art, highly efficient...”
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Multi-Modal Hallucination Control by Visual Information Grounding di Favero, Alessandro, Zancato, Luca, Trager, Matthew, Choudhary, Siddharth, Perera, Pramuditha, Achille, Alessandro, Swaminathan, Ashwin, Soatto, Stefano

Sommario: “...-Information Decoding (M3ID), a new sampling method for prompt amplification. M3ID amplifies the influence...”
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