Search Results - Decoding (algorithm OR (algorithmics OR algorithmicsics))

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

Table of Contents: “…. 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 by Xiao, Sibo, Fu, Jinyuan, Xie, Zhongle, Shou, Lidan

Table of Contents: “… 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 by Feng, Xidong, Wan, Ziyu, Wen, Muning, McAleer, Stephen Marcus, Wen, Ying, Zhang, Weinan, Wang, Jun

Table of Contents: “… 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 by Han Zeng, Fanxu Meng, Tian Luan, Xutao Yu, Zaichen Zhang

Table of Contents: “…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 by Fisher, Jillian, Lu, Ximing, Jung, Jaehun, Jiang, Liwei, Harchaoui, Zaid, Choi, Yejin

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

Table of Contents: “… 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 by Zirui, Ma, Zhihua, Fan, Wenxing, Li, Haibin, Wu, Fulin, Zhang, Xiaochun, Ye, Wenming, Li

Table of Contents: “… 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 by Yao, Jinwei, Chen, Kaiqi, Zhang, Kexun, You, Jiaxuan, Yuan, Binhang, Wang, Zeke, Lin, Tao

Table of Contents: “…, 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 by Vittal, Suhas, Javadi-Abhari, Ali, Cross, Andrew W., Bishop, Lev S., Qureshi, Moinuddin

Table of Contents: “… {\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 by Teng, Yao, Shi, Han, Liu, Xian, Ning, Xuefei, Dai, Guohao, Wang, Yu, Li, Zhenguo, Liu, Xihui

Table of Contents: “…. 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 by Jeronimo, Fernando Granha, Singh, Aman

Table of Contents: “…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 by 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 of Contents: “…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 by Liu, Wenhao, Jiang, Zhengyi, Huang, Zhongyi, Song, Linqi, Hou, Hanxu

Table of Contents: “… 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 by Yao, Yuanyuan, Geirnaert, Simon, Tuytelaars, Tinne, Bertrand, Alexander

Table of Contents: “…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 by Jia, Chenyuan, Chang, Dongxu, Wang, Ruiyuan, Wang, Guanghui, Yan, Guiying, Qu, Cunquan

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

Table of Contents: “… 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 by Park, Chanho, Lee, Namyoon

Table of Contents: “… over traditional algorithms in various adversarial attack scenarios. …”
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Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask by 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 of Contents: “… 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 by Rahu, Ahmed, Shula, Brian, Combs, Brandon, Sultana, Aqsa, Singh, Surendra P., Asari, Vijayan K., Forchetti, Derrick

Table of Contents: “… 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 by Xiao, Zhuo-Yan, Shi, Sha, Huang, Chen-Peng, Wang, Dong-Sheng, Wang, Yun-Jiang

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