Suchergebnisse - (endededededecoding OR (coding OR Decoding)) (algorithmics OR (algorithm OR algorithm))

Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding von Wang, Ziyao, Azmat, Muneeza, Li, Ang, Horesh, Raya, Yurochkin, Mikhail

Inhaltsangabe: “… introduce a novel Collaborative Speculative Decoding (CoSD) algorithm that enables efficient LLM knowledge …”
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SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding von Wang, Hongbin, Jia, Zhihong, Shen, Yuanzhong, Wang, Ziwei, Li, Siyang, Shu, Kai, Hu, Feng, Wu, Dongrui

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

Inhaltsangabe: “… 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 von Zhu, Wenhao, Liu, Sizhe, Huang, Shujian, She, Shuaijie, Wendler, Chris, Chen, Jiajun

Inhaltsangabe: “… 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 von Ringel, Liran, Ali, Ameen, Romano, Yaniv

Inhaltsangabe: “… 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 von Hong, Feng, Yu, Geng, Ye, Yushi, Huang, Haicheng, Zheng, Huangjie, Zhang, Ya, Wang, Yanfeng, Yao, Jiangchao

Inhaltsangabe: “… -In, Narrow-Out (WINO), a training-free decoding algorithm that enables revokable decoding in DLLMs. WINO …”
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Convolutional neural network based decoders for surface codes von Bordoni, Simone, Giagu, Stefano

Inhaltsangabe: “… The decoding of error syndromes of surface codes with classical algorithms may slow down quantum …”
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CLaSp: In-Context Layer Skip for Self-Speculative Decoding von Chen, Longze, Shan, Renke, Wang, Huiming, Wang, Lu, Liu, Ziqiang, Luo, Run, Wang, Jiawei, Alinejad-Rokny, Hamid, Yang, Min

Inhaltsangabe: “… 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 von Jin, Shuowei, Liu, Xueshen, Wu, Yongji, Zheng, Haizhong, Zhang, Qingzhao, Prakash, Atul, Lentz, Matthew, Zhuo, Danyang, Qian, Feng, Mao, Z. Morley

Inhaltsangabe: “… -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 von Bouzoubaa, Layla, Aghakhani, Elham, Song, Max, Trinh, Minh, Rezapour, Rezvaneh

Inhaltsangabe: “… , 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 von Holsman, Maximilian, Huang, Yukun, Dhingra, Bhuwan

Inhaltsangabe: “… 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 von Yang, Chenghao, Gui, Lin, Yang, Chenxiao, Veitch, Victor, Zhang, Lizhu, Zhao, Zhuokai

Inhaltsangabe: “… 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 von Liu, Fuliang, Li, Xue, Zhao, Ketai, Gao, Yinxi, Zhou, Ziyan, Zhang, Zhonghui, Wang, Zhibin, Dou, Wanchun, Zhong, Sheng, Tian, Chen

Inhaltsangabe: “… 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 von Oba, Daisuke, Bollegala, Danushka, Kaneko, Masahiro, Okazaki, Naoaki

Inhaltsangabe: “… 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 von Lu, Haiquan, Chen, Zigeng, Fang, Gongfan, Ma, Xinyin, Wang, Xinchao

Inhaltsangabe: “… -Quant combines phase-aware algorithmic quantization with hardware-efficient NVFP4 execution to alleviate …”
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Unique Decoding of Reed-Solomon and Related Codes for Semi-Adversarial Errors von Brakensiek, Joshua, Chen, Yeyuan, Dhar, Manik, Zhang, Zihan

Inhaltsangabe: “… ), folded Reed--Solomon (FRS) and univariate multiplicity codes, we design decoding algorithms running …”
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Constraint-Optimal Driven Allocation for Scalable QEC Decoder Scheduling von Kim, Dongmin, Seo, Jeonggeun, Kim, Yongtae, Han, Youngsun

Inhaltsangabe: “… 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 von Abramovich, Talor, Ashkenazi, Maor, Putterman, Izzy, Chislett, Benjamin, Mitra, Tiyasa, Rouhani, Bita Darvish, Zilberstein, Ran, Geifman, Yonatan

Inhaltsangabe: “… 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 von Kutz, J. Nathan, Reza, Maryam, Faraji, Farbod, Knoll, Aaron

Inhaltsangabe: “… }\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 von Bhendawade, Nikhil, Nishu, Kumari, Kundu, Arnav, Bartels, Chris, Cho, Minsik, Belousova, Irina

Inhaltsangabe: “… scaling. We present Mirror Speculative Decoding (Mirror-SD), an inference algorithm that breaks …”
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