Risultati della ricerca - Decoding (algorithmicsic OR algorithm)

Design Space Exploration at Frame-Level for Joint Decoding Energy and Quality Optimization in VVC di Stürzenhofäcker, Teresa, Kränzler, Matthias, Herglotz, Christian, Kaup, André

Sommario: “.... The Advanced Design Space Exploration algorithm as proposed in the literature, can derive coding tool...”
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TokenTiming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs di Xiao, Sibo, Fu, Jinyuan, Xie, Zhongle, Shou, Lidan

Sommario: “... from scratch. Inspired by Dynamic Time Warping (DTW), a classic algorithm for aligning time series, we...”
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Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training di Feng, Xidong, Wan, Ziyu, Wen, Muning, McAleer, Stephen Marcus, Wen, Ying, Zhang, Weinan, Wang, Jun

Sommario: “... the reasoning capabilities of LLMs by using tree-search algorithms to guide multi-step reasoning. These methods...”
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Improved Quantum Approximate Optimization Algorithm for Low‐Density Parity‐Check Channel Decoding di Han Zeng, Fanxu Meng, Tian Luan, Xutao Yu, Zaichen Zhang

Sommario: “...Improved Quantum Approximate Optimization Algorithm for Low‐Density Parity‐Check Channel Decoding...”
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JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models di Fisher, Jillian, Lu, Ximing, Jung, Jaehun, Jiang, Liwei, Harchaoui, Zaid, Choi, Yejin

Sommario: “..., a user-controlled, inference-time algorithm for authorship obfuscation that can be in principle...”
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Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding di Li, Xiner, Zhao, Yulai, Wang, Chenyu, Scalia, Gabriele, Eraslan, Gokcen, Nair, Surag, Biancalani, Tommaso, Ji, Shuiwang, Regev, Aviv, Levine, Sergey, Uehara, Masatoshi

Sommario: “... these challenges. Our algorithm is an iterative sampling method that integrates soft value functions, which looks...”
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AHASD: Asynchronous Heterogeneous Architecture for LLM Adaptive Drafting Speculative Decoding on Mobile Devices di Zirui, Ma, Zhihua, Fan, Wenxing, Li, Haibin, Wu, Fulin, Zhang, Xiaochun, Ye, Wenming, Li

Sommario: “... manage adaptive drafting algorithm execution and pre-verification timing, suppressing invalid drafting...”
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DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference di Yao, Jinwei, Chen, Kaiqi, Zhang, Kexun, You, Jiaxuan, Yuan, Binhang, Wang, Zeke, Lin, Tao

Sommario: “..., along with low GPU utilization. To address these challenges, we propose DeFT(Decoding with Flash Tree...”
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Flag Proxy Networks: Tackling the Architectural, Scheduling, and Decoding Obstacles of Quantum LDPC codes di Vittal, Suhas, Javadi-Abhari, Ali, Cross, Andrew W., Bishop, Lev S., Qureshi, Moinuddin

Sommario: “... {\em greedy syndrome extraction scheduling} algorithm for general quantum codes and further use...”
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Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding di Teng, Yao, Shi, Han, Liu, Xian, Ning, Xuefei, Dai, Guohao, Wang, Yu, Li, Zhenguo, Liu, Xihui

Sommario: “.... In this paper, we propose a training-free probabilistic parallel decoding algorithm, Speculative Jacobi Decoding...”
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List Decoding Expander-Based Codes via Fast Approximation of Expanding CSPs: I di Jeronimo, Fernando Granha, Singh, Aman

Sommario: “...We present near-linear time list decoding algorithms (in the block-length $n$) for expander-based...”
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Decoding epilepsy's molecular blueprint: Machine learning unravels transcriptomic subtypes and regulatory networks di Yanping Weng, Yu Ma, Wanwan Hou, Haibo Li, Yuanfeng Zhou, Rui Zhao, Hao Li, Lian Chen, Yangyang Ma, Li Jin, Yi Wang, Yu An

Sommario: “...Decoding epilepsy's molecular blueprint: Machine learning unravels transcriptomic subtypes...”
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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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Efficient Solutions for Mitigating Initialization Bias in Unsupervised Self-Adaptive Auditory Attention Decoding di Yao, Yuanyuan, Geirnaert, Simon, Tuytelaars, Tinne, Bertrand, Alexander

Sommario: “...Decoding the attended speaker in a multi-speaker environment from electroencephalography (EEG) has...”
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Dynamic Layered Decoding Scheduling for LDPC Codes Aided by Check Node Error Probabilities di Jia, Chenyuan, Chang, Dongxu, Wang, Ruiyuan, Wang, Guanghui, Yan, Guiying, Qu, Cunquan

Sommario: “... the effectiveness of our algorithms. ...”
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Collaborative Large Language Model Inference via Resource-Aware Parallel Speculative Decoding di Koh, Jungyeon, Yang, Hyun Jong

Sommario: “... the UARA problem using a multi-agent deep reinforcement learning algorithm. To evaluate our approach under...”
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SignSGD with Federated Defense: Harnessing Adversarial Attacks through Gradient Sign Decoding di Park, Chanho, Lee, Namyoon

Sommario: “... over traditional algorithms in various adversarial attack scenarios. ...”
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Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask di Wang, Tianzi, Xie, Xurong, Li, Zhaoqing, Hu, Shoukang, Jin, Zengrui, Deng, Jiajun, Cui, Mingyu, Hu, Shujie, Geng, Mengzhe, Li, Guinan, Meng, Helen, Liu, Xunying

Sommario: “... algorithm is designed to leverage a dynamic fusion of CTC, AR Decoder, and AMD probabilities. Experiments...”
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Decoding Future Risk: Deep Learning Analysis of Tubular Adenoma Whole-Slide Images di Rahu, Ahmed, Shula, Brian, Combs, Brandon, Sultana, Aqsa, Singh, Surendra P., Asari, Vijayan K., Forchetti, Derrick

Sommario: “... investigates whether machine learning algorithms, specifically convolutional neural networks (CNNs), can detect...”
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LEAD: A Local Ensemble-Assisted Parallel Decoding Framework for Quantum Tanner Codes di Xiao, Zhuo-Yan, Shi, Sha, Huang, Chen-Peng, Wang, Dong-Sheng, Wang, Yun-Jiang

Sommario: “..., practical decoding algorithms that effectively leverage their structural properties remain limited...”
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