Resultados de búsqueda - (Decoding OR coding) (algorithm OR algorithmics)

SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding por Wang, Hongbin, Jia, Zhihong, Shen, Yuanzhong, Wang, Ziwei, Li, Siyang, Shu, Kai, Hu, Feng, Wu, Dongrui

Tabla de Contenidos: “… decoding algorithms. Stereo-electroencephalography (SEEG) and synchronized audio data were collected from…”
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Improving Temporal Action Segmentation via Constraint-Aware Decoding por Ee, Yeo Keat, Roy, Debaditya, Li, Chen, Zhang, Hao, Fernando, Basura

Tabla de Contenidos: “… modified Viterbi decoding algorithm, allowing inference-time refinement without retraining or added model…”
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Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping por Zhu, Wenhao, Liu, Sizhe, Huang, Shujian, She, Shuaijie, Wendler, Chris, Chen, Jiajun

Tabla de Contenidos: “…Decoding by contrasting layers (DoLa), is designed to improve the generation quality of large…”
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Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models por Ringel, Liran, Ali, Ameen, Romano, Yaniv

Tabla de Contenidos: “… selection algorithm identifies positions with bounded cumulative dependency for simultaneous unmasking…”
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Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs por Hong, Feng, Yu, Geng, Ye, Yushi, Huang, Haicheng, Zheng, Huangjie, Zhang, Ya, Wang, Yanfeng, Yao, Jiangchao

Tabla de Contenidos: “…-In, Narrow-Out (WINO), a training-free decoding algorithm that enables revokable decoding in DLLMs. WINO…”
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CLaSp: In-Context Layer Skip for Self-Speculative Decoding por Chen, Longze, Shan, Renke, Wang, Huiming, Wang, Lu, Liu, Ziqiang, Luo, Run, Wang, Jiawei, Alinejad-Rokny, Hamid, Yang, Min

Tabla de Contenidos: “… model. Specifically, we develop a dynamic programming algorithm that optimizes the layer-skipping…”
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Plato: Plan to Efficiently Decode for Large Language Model Inference por Jin, Shuowei, Liu, Xueshen, Wu, Yongji, Zheng, Haizhong, Zhang, Qingzhao, Prakash, Atul, Lentz, Matthew, Zhuo, Danyang, Qian, Feng, Mao, Z. Morley

Tabla de Contenidos: “…-problems as independent. We propose Plato, a novel approach that co-designs algorithms and systems…”
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Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit por Bouzoubaa, Layla, Aghakhani, Elham, Song, Max, Trinh, Minh, Rezapour, Rezvaneh

Tabla de Contenidos: “…, Quality, Safety). Using various multi-label classification algorithms on a set of annotated data, we show…”
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Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff por Holsman, Maximilian, Huang, Yukun, Dhingra, Bhuwan

Tabla de Contenidos: “… Speculative Decoding (FSD) - a decoding algorithm that generalizes SD by accepting candidate tokens based…”
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Let it Calm: Exploratory Annealed Decoding for Verifiable Reinforcement Learning por Yang, Chenghao, Gui, Lin, Yang, Chenxiao, Veitch, Victor, Zhang, Lizhu, Zhao, Zhuokai

Tabla de Contenidos: “… Annealed Decoding (EAD), grounded in the insight that exploration is most impactful on early tokens which…”
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DART: Diffusion-Inspired Speculative Decoding for Fast LLM Inference por Liu, Fuliang, Li, Xue, Zhao, Ketai, Gao, Yinxi, Zhou, Ziyan, Zhang, Zhonghui, Wang, Zhibin, Dou, Wanchun, Zhong, Sheng, Tian, Chen

Tabla de Contenidos: “… algorithm that constructs high-quality draft token trees with N-gram-enforced semantic continuity. DART…”
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Stopping Computation for Converged Tokens in Masked Diffusion-LM Decoding por Oba, Daisuke, Bollegala, Danushka, Kaneko, Masahiro, Okazaki, Naoaki

Tabla de Contenidos: “… algorithmic FLOPs by 30--50% relative to the same sampler without locking, while maintaining comparable…”
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Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs por Lu, Haiquan, Chen, Zigeng, Fang, Gongfan, Ma, Xinyin, Wang, Xinchao

Tabla de Contenidos: “…-Quant combines phase-aware algorithmic quantization with hardware-efficient NVFP4 execution to alleviate…”
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Constraint-Optimal Driven Allocation for Scalable QEC Decoder Scheduling por Kim, Dongmin, Seo, Jeonggeun, Kim, Yongtae, Han, Youngsun

Tabla de Contenidos: “… this limitation, Virtualized Quantum Decoder (VQD) architectures have been proposed to share a limited pool…”
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SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding por Abramovich, Talor, Ashkenazi, Maor, Putterman, Izzy, Chislett, Benjamin, Mitra, Tiyasa, Rouhani, Bita Darvish, Zilberstein, Ran, Geifman, Yonatan

Tabla de Contenidos: “…Speculative Decoding (SD) has emerged as a critical technique for accelerating Large Language Model…”
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Shallow Recurrent Decoder for Reduced Order Modeling of Plasma Dynamics por Kutz, J. Nathan, Reza, Maryam, Faraji, Farbod, Knoll, Aaron

Tabla de Contenidos: “…}\times {\bf B}$ technologies, stand to significantly benefit from reduced order modeling algorithms. We…”
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Mirror Speculative Decoding: Breaking the Serial Barrier in LLM Inference por Bhendawade, Nikhil, Nishu, Kumari, Kundu, Arnav, Bartels, Chris, Cho, Minsik, Belousova, Irina

Tabla de Contenidos: “… scaling. We present Mirror Speculative Decoding (Mirror-SD), an inference algorithm that breaks…”
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SnapStream: Efficient Long Sequence Decoding on Dataflow Accelerators por Li, Jonathan, Farahini, Nasim, Iuliugin, Evgenii, Vesterlund, Magnus, Häggström, Christian, Wang, Guangtao, Upasani, Shubhangi, Sachdeva, Ayush, Li, Rui, Fu, Faline, Wu, Chen, Siddiqua, Ayesha, Long, John, Zhao, Tuowen, Musaddiq, Matheen, Zeffer, Håkan, Du, Yun, Wang, Mingran, Li, Qinghua, Li, Bo, Thakker, Urmish, Prabhakar, Raghu

Tabla de Contenidos: “… by these frameworks make it difficult to admit modifications to the standard multi-head attention algorithm, while…”
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Dynamic-Width Speculative Beam Decoding for Efficient LLM Inference por Qin, Zongyue, He, Zifan, Prakriya, Neha, Cong, Jason, Sun, Yizhou

Tabla de Contenidos: “… algorithm to mitigate the memory overhead of beam sampling... …”
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Collab: Controlled Decoding using Mixture of Agents for LLM Alignment por Chakraborty, Souradip, Bhatt, Sujay, Sehwag, Udari Madhushani, Ghosal, Soumya Suvra, Qiu, Jiahao, Wang, Mengdi, Manocha, Dinesh, Huang, Furong, Koppel, Alec, Ganesh, Sumitra

Tabla de Contenidos: “…, which is computationally expensive. Controlled Decoding, by contrast, provides a mechanism for aligning…”
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