Risultati della ricerca - decoding (Algorithmsssic OR algorithm)

Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding di Li, Huayu, He, ZhengXiao, Tian, Siyuan, Wen, Jinghao, Li, Ao

Sommario: “...Standard autoregressive decoding in large language models (LLMs) is inherently short-sighted, often...”
Testo

Prism: Efficient Test-Time Scaling via Hierarchical Search and Self-Verification for Discrete Diffusion Language Models di Bai, Jinbin, Li, Yixuan, Zhu, Yuchen, Xin, Yi, Shi, Qingyu, Feng, Aosong, Liu, Xiaohong, Tao, Molei, Xue, Jianru, Li, Xiangtai, Yang, Ming-Hsuan

Sommario: “... scaling (TTS) algorithms rely on autoregressive decoding, which is ill-suited to discrete diffusion...”
Testo

Reasoning Cache: Continual Improvement Over Long Horizons via Short-Horizon RL di Wu, Ian, Qu, Yuxiao, Setlur, Amrith, Kumar, Aviral

Sommario: “... RC, an iterative decoding algorithm that replaces standard autoregressive decoding during both...”
Testo

Listen to the Layers: Mitigating Hallucinations with Inter-Layer Disagreement di Subbalakshmi, Koduvayur, Ujjal, Sabbir Hossain, Mangichetty, Venkata Krishna Teja, Soofi, Nastaran Jamalipour

Sommario: “... Aware) decoder, a novel, training-free decoding algorithm that mitigates hallucinations at inference...”
Testo

ViterbiPlanNet: Injecting Procedural Knowledge via Differentiable Viterbi for Planning in Instructional Videos di Seminara, Luigi, Moltisanti, Davide, Furnari, Antonino

Sommario: “... with the Viterbi decoding algorithm, replacing non-differentiable operations with smooth relaxations that enable...”
Testo

$\nabla$-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Latent Space di Wang, Peihao, Cai, Ruisi, Wang, Zhen, Mei, Hongyuan, Liu, Qiang, Li, Pan, Wang, Zhangyang

Sommario: “... and suboptimal discrete search algorithms or trial-and-error prompting to improve the online policy...”
Testo

The Model Knows, the Decoder Finds: Future Value Guided Particle Power Sampling di Nguyen, Tu, Zimmer, Matthieu, Tutunov, Rasul, Ji, Xiaotong, Ammar, Haitham Bou

Sommario: “... at inference time. Power sampling provides a principled way to bias decoding toward such modes by targeting...”
Testo

Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs di Lu, Haiquan, Chen, Zigeng, Fang, Gongfan, Ma, Xinyin, Wang, Xinchao

Sommario: “... preserving BF16 precision for decoding. By decoupling prefilling acceleration from decoding quality, Mix...”
Testo

Best-First Ordered Statistics Decoding of Quantum LDPC Codes di Banfi, Michele, Ferrari, Marco, Favano, Antonino, Tarable, Alberto, Barletta, Luca

Sommario: “... standard for decoding quantum low-density parity-check (QLDPC) codes. Recent advancements in this field...”
Testo

NanoSpec: Accelerating Speculative Decoding using Minimalist In-Context Vocabularies di Chen, Zhiyang, Xu, Daliang, Zhang, Yinyuan, Wang, Chenghua, Xu, Mengwei, Ma, Yun

Sommario: “... computational bottleneck on the final linear projection layer during speculative decoding. Existing vocabulary...”
Testo

Overcoming the High Error Rate of Composite DNA Letters‐Based Digital Storage through Soft‐Decision Decoding di Yaping Xu, Lulu Ding, Shigang Wu, Jue Ruan

Sommario: “... reading expenses. To address this, Derrick‐cp is introduced as an innovative soft‐decision decoding...”
Testo

65‐3: Multi‐Mode Fusion Human‐Computer Interface Based on EEG and EOG di Tong Zou, Minghao Xu, Xiong Zhang

Sommario: “... quality and decoding performance. To address this, a partitioned backlight LCD with 384 zones is employed...”
Testo

Joint Discrete Precoding and RIS Optimization for RIS-Assisted MU-MIMO Communication Systems di Ramezani, Parisa, Khorsandmanesh, Yasaman, Björnson, Emil

Sommario: “... vectors via an efficient algorithm inspired by sphere decoding (SD). For optimizing the discrete RIS...”
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Retrieval with Learned Similarities di Ding, Bailu, Zhai, Jiaqi

Sommario: “... (MIPS) algorithms for efficient retrieval. However, state-of-the-art retrieval algorithms have migrated...”
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On Anti-collusion Codes for Averaging Attack in Multimedia Fingerprinting di Jiang, Jing, Wen, Cailin, Cheng, Minquan

Sommario: “...), binary strongly-separable codes (SSCs) and binary secure code with list decoding (SCLDs). Then codes...”
Testo

Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning di Deng, Wenlong, Ren, Yi, Li, Yushu, Gong, Boying, Sutherland, Danica J., Li, Xiaoxiao, Thrampoulidis, Christos

Sommario: “... with positive THR value and weakening negative ones, our algorithm improves greedy-decoding accuracy, favoring...”
Testo

VMD‐FBCCA classification method for SSVEP brain–computer interfaces di Ping Tan, Fengsheng Wang, Kaijun Zhou, Yi Shen

Sommario: “... using FBCCA to decode the SSVEP‐BCI signal. To evaluate its effectiveness, the proposed algorithm...”
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Achieving the Fundamental Limit of Lossless Analog Compression via Polarization di Yuan, Shuai, Yao, Liuquan, Li, Yuan, Zhang, Huazi, Wang, Jun, Tong, Wen, Ma, Zhiming

Sommario: “... the corresponding analog successive cancellation (SC) decoder. The proposed scheme consists of deterministic...”
Testo

AIRS-assisted Vehicular Networks with Rate-Splitting SWIPT Receivers: Joint Trajectory and Communication Design di Nam, Gyoungyoon, Lee, Seokhyun, Jeong, Seongah

Sommario: “... wireless information and power transfer (SWIPT) receivers to concurrently allow information decoding (ID...”
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Greed is All You Need: An Evaluation of Tokenizer Inference Methods di Uzan, Omri, Schmidt, Craig W., Tanner, Chris, Pinter, Yuval

Sommario: “... models, the method of decoding text into a sequence of tokens from these vocabularies is often left...”
Testo