Risultati della ricerca - decoding (algorithm OR Algorithmsssics)

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

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

Sommario: “... 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 di Xie, Haipeng, Yoshioka, Nobuyuki, Tsubouchi, Kento, Li, Ying

Sommario: “... 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 di Cao, Mingyu, Correia, Alvaro H. C., Louizos, Christos, Liu, Shiwei, Yin, Lu

Sommario: “..., 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 di 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

Sommario: “... 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 di He, Minghua, Zhang, Lingzhe, Liu, Yuan, Zhou, Xiao, Liu, Aiwei

Sommario: “... 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 di Yu, Tao Yang. Fangtao, Liu, Rongke, Lyu, Shangxiang, Thompson, John

Sommario: “... 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 di Gu, Yanggan, Hou, Yang, Wang, Zhefeng, Duan, Xinyu, Li, Zhenghua

Sommario: “...-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 di 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

Sommario: “... 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 di Pynadath, Patrick, Zhang, Ruqi

Sommario: “... 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 di Li, Yang, Ezerman, Martianus Frederic, Lao, Huimin, Ling, San

Sommario: “... 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 di Arriola, Marianne, Schiff, Yair, Phung, Hao, Gokaslan, Aaron, Kuleshov, Volodymyr

Sommario: “... 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 di Jia, Tianwang, Chen, Xiaoqing, Wu, Dongrui

Sommario: “... 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 di Han Zeng, Fanxu Meng, Tian Luan, Xutao Yu, Zaichen Zhang

Sommario: “... 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 di Nakamura, Ken, Nozaki, Takayuki

Sommario: “... 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 di Zhang, Chen, Ding, Yan, Wang, Haotian, Liu, Chubo, Li, Keqin, Li, Kenli

Sommario: “...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 di Crest, Julien du, Garcia-Herrero, Francisco, Mhalla, Mehdi, Savin, Valentin, Valls, Javier

Sommario: “... 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 di Roy, Shamik, Sengupta, Sailik, Bonadiman, Daniele, Mansour, Saab, Gupta, Arshit

Sommario: “...-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 di Wu, Lili, Evans, Ben, Islam, Riashat, Seraj, Raihan, Efroni, Yonathan, Lamb, Alex

Sommario: “... 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 di Liu, Tingyu, Huang, Jun, Weng, Chenyi

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