Search Results - decoding (algorithm OR Algorithmssssic)

Beyond Static Cutoffs: One-Shot Dynamic Thresholding for Diffusion Language Models by Shen, Jucheng, Ro, Yeonju

Table of Contents: “…-purpose algorithmic and systems innovations in diffusion decoding. …”
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Evolutionary BP+OSD Decoding for Low-Latency Quantum Error Correction by Kwak, Hee-Youl, Park, Seong-Joon, Jung, Hyunwoo, Ha, Jeongseok, Kim, Jae-Won

Table of Contents: “… an evolutionary BP (EBP) decoder optimized via a differential evolution (DE) algorithm. By leveraging the gradient…”
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Simple, Efficient, and Generic Post-Selection Decoding for qLDPC codes by Xie, Haipeng, Yoshioka, Nobuyuki, Tsubouchi, Kento, Li, Ying

Table of Contents: “… for practical algorithms remains challenging on existing hardware. Here we introduce argument reweighting, a…”
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Search or Accelerate: Confidence-Switched Position Beam Search for Diffusion Language Models by Cao, Mingyu, Correia, Alvaro H. C., Louizos, Christos, Liu, Shiwei, Yin, Lu

Table of Contents: “…, especially on reasoning-heavy prompts. We present SOAR, a training-free decoding algorithm that adapts its…”
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MMSpec: Benchmarking Speculative Decoding for Vision-Language Models by Shen, Hui, Wang, Xin, Zhang, Ping, Hsieh, Yunta, Han, Qi, Wan, Zhongwei, Zhang, Ziheng, Zhang, Jingxuan, Xiong, Jing, Liu, Ziyuan, Zhang, Yifan, Cao, Hangrui, Zhao, Chenyang, Zhang, Mi

Table of Contents: “… representative speculative decoding algorithms under a unified evaluation framework. Our study reveals three key…”
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How Much Parallelism Is "Free"? A Principle of Near-Free Parallelism for Parallel Decoding by He, Minghua, Zhang, Lingzhe, Liu, Yuan, Zhou, Xiao, Liu, Aiwei

Table of Contents: “… single decode forward, but reported speedups conflate algorithmic token utilization with the system cost…”
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Lattice-Code Multiple Access: Architecture and Efficient Algorithms by Yu, Tao Yang. Fangtao, Liu, Rongke, Lyu, Shangxiang, Thompson, John

Table of Contents: “… by developing a new \emph{rate-constraint sphere decoding} algorithm, significantly outperforming existing LLL…”
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High-order Joint Constituency and Dependency Parsing by Gu, Yanggan, Hou, Yang, Wang, Zhefeng, Duan, Xinyu, Li, Zhenghua

Table of Contents: “…-hoc dynamic programming-based decoding algorithm of $O(n^5)$ time complexity for finding optimal…”
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InfAlign: Inference-aware language model alignment by Balashankar, Ananth, Sun, Ziteng, Berant, Jonathan, Eisenstein, Jacob, Collins, Michael, Hutter, Adrian, Lee, Jong, Nagpal, Chirag, Prost, Flavien, Sinha, Aradhana, Suresh, Ananda Theertha, Beirami, Ahmad

Table of Contents: “… are increasingly using inference-time algorithms (e.g., Best-of-N, controlled decoding, tree search) to decode from…”
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Controlled LLM Decoding via Discrete Auto-regressive Biasing by Pynadath, Patrick, Zhang, Ruqi

Table of Contents: “… controlled decoding algorithm that leverages gradients while operating entirely in the discrete text domain…”
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Properties and Decoding of Twisted GRS Codes and Their Extensions by Li, Yang, Ezerman, Martianus Frederic, Lao, Huimin, Ling, San

Table of Contents: “… code. Addressing the second problem, we present an explicit decoding algorithm for ETGRS codes…”
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Encoder-Decoder Diffusion Language Models for Efficient Training and Inference by Arriola, Marianne, Schiff, Yair, Phung, Hao, Gokaslan, Aaron, Kuleshov, Volodymyr

Table of Contents: “… approaches. However, prior diffusion models use a decoder-only architecture, which requires sampling…”
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SAFE: Secure and Accurate Federated Learning for Privacy-Preserving Brain-Computer Interfaces by Jia, Tianwang, Chen, Xiaoqing, Wu, Dongrui

Table of Contents: “… to their efficiency and portability; however, their decoding algorithms still face multiple challenges, including…”
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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: “… of the Noisy Intermediate‐Scale Quantum era, the introduction of hybrid quantum‐classical algorithms like…”
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Decoding Algorithm Correcting Single-Insertion Plus Single-Deletion for Non-binary Quantum Codes by Nakamura, Ken, Nozaki, Takayuki

Table of Contents: “… occurs. Under such an error model, this paper provides a decoding algorithm for non-binary quantum codes…”
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A-IO: Adaptive Inference Orchestration for Memory-Bound NPUs by Zhang, Chen, Ding, Yan, Wang, Haotian, Liu, Chubo, Li, Keqin, Li, Kenli

Table of Contents: “…During the deployment of Large Language Models (LLMs), the autoregressive decoding phase…”
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Check-Agnosia based Post-Processor for Message-Passing Decoding of Quantum LDPC Codes by Crest, Julien du, Garcia-Herrero, Francisco, Mhalla, Mehdi, Savin, Valentin, Valls, Javier

Table of Contents: “… decoders. To improve their performance, a post-processing algorithm is usually employed. To narrow the gap…”
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FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs by Roy, Shamik, Sengupta, Sailik, Bonadiman, Daniele, Mansour, Saab, Gupta, Arshit

Table of Contents: “…-Adhering Planning algorithm based on constrained decoding with lookahead heuristic for LLMs. Our algorithm…”
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Generalizing Multi-Step Inverse Models for Representation Learning to Finite-Memory POMDPs by Wu, Lili, Evans, Ben, Islam, Riashat, Seraj, Raihan, Efroni, Yonathan, Lamb, Alex

Table of Contents: “… algorithms and efficiently applying them to downstream tasks. Prior works studied this problem in high…”
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Spatio-Temporal Encoding and Decoding-Based Method for Future Human Activity Skeleton Synthesis by Liu, Tingyu, Huang, Jun, Weng, Chenyi

Table of Contents: “… and decoding-based method for future human activity skeleton synthesis. Firstly, algorithms such as time…”
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