Résultats de la recherche - Decoding (algorithmsssic OR (algorithm OR (algorithmssics OR algorithmssicics)))

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

Table des matières: “…. 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 par Xiao, Sibo, Fu, Jinyuan, Xie, Zhongle, Shou, Lidan

Table des matières: “… 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 par Feng, Xidong, Wan, Ziyu, Wen, Muning, McAleer, Stephen Marcus, Wen, Ying, Zhang, Weinan, Wang, Jun

Table des matières: “… 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 par Han Zeng, Fanxu Meng, Tian Luan, Xutao Yu, Zaichen Zhang

Table des matières: “…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 par Fisher, Jillian, Lu, Ximing, Jung, Jaehun, Jiang, Liwei, Harchaoui, Zaid, Choi, Yejin

Table des matières: “…, 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 par Li, Xiner, Zhao, Yulai, Wang, Chenyu, Scalia, Gabriele, Eraslan, Gokcen, Nair, Surag, Biancalani, Tommaso, Ji, Shuiwang, Regev, Aviv, Levine, Sergey, Uehara, Masatoshi

Table des matières: “… 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 par Zirui, Ma, Zhihua, Fan, Wenxing, Li, Haibin, Wu, Fulin, Zhang, Xiaochun, Ye, Wenming, Li

Table des matières: “… 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 par Yao, Jinwei, Chen, Kaiqi, Zhang, Kexun, You, Jiaxuan, Yuan, Binhang, Wang, Zeke, Lin, Tao

Table des matières: “…, 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 par Vittal, Suhas, Javadi-Abhari, Ali, Cross, Andrew W., Bishop, Lev S., Qureshi, Moinuddin

Table des matières: “… {\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 par Teng, Yao, Shi, Han, Liu, Xian, Ning, Xuefei, Dai, Guohao, Wang, Yu, Li, Zhenguo, Liu, Xihui

Table des matières: “…. 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 par Jeronimo, Fernando Granha, Singh, Aman

Table des matières: “…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 par Yanping Weng, Yu Ma, Wanwan Hou, Haibo Li, Yuanfeng Zhou, Rui Zhao, Hao Li, Lian Chen, Yangyang Ma, Li Jin, Yi Wang, Yu An

Table des matières: “…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 par Liu, Wenhao, Jiang, Zhengyi, Huang, Zhongyi, Song, Linqi, Hou, Hanxu

Table des matières: “… 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 par Yao, Yuanyuan, Geirnaert, Simon, Tuytelaars, Tinne, Bertrand, Alexander

Table des matières: “…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 par Jia, Chenyuan, Chang, Dongxu, Wang, Ruiyuan, Wang, Guanghui, Yan, Guiying, Qu, Cunquan

Table des matières: “… the effectiveness of our algorithms. …”
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Collaborative Large Language Model Inference via Resource-Aware Parallel Speculative Decoding par Koh, Jungyeon, Yang, Hyun Jong

Table des matières: “… 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 par Park, Chanho, Lee, Namyoon

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

Table des matières: “… 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 par Rahu, Ahmed, Shula, Brian, Combs, Brandon, Sultana, Aqsa, Singh, Surendra P., Asari, Vijayan K., Forchetti, Derrick

Table des matières: “… 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 par Xiao, Zhuo-Yan, Shi, Sha, Huang, Chen-Peng, Wang, Dong-Sheng, Wang, Yun-Jiang

Table des matières: “…, practical decoding algorithms that effectively leverage their structural properties remain limited…”
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