Search Results - (endededededecoding OR (Decoding OR coding)) (algorithmics OR (algorithm OR algorithm))

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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Cascade Reward Sampling for Efficient Decoding-Time Alignment by Li, Bolian, Wang, Yifan, Lochab, Anamika, Grama, Ananth, Zhang, Ruqi

Table of Contents: “… rejection sampling algorithm that minimizes redundant computations of both LLMs and reward models (RMs…”
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Fast Best-of-N Decoding via Speculative Rejection by Sun, Hanshi, Haider, Momin, Zhang, Ruiqi, Yang, Huitao, Qiu, Jiahao, Yin, Ming, Wang, Mengdi, Bartlett, Peter, Zanette, Andrea

Table of Contents: “… introduce Speculative Rejection, a computationally-viable inference-time alignment algorithm. It generates…”
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Primal-Dual Guided Decoding for Constrained Discrete Diffusion by Tomasi, Federico, Moor, Dmitrii, Wang, Alice, Lalmas, Mounia

Table of Contents: “… playlist generation, showing that a single algorithm instantiated via domain-specific scoring functions…”
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Deterministic list decoding of Reed-Solomon codes by Chatterjee, Soham, Harsha, Prahladh, Kumar, Mrinal

Table of Contents: “…, \log |\mathbb{F}|)$. Prior to this work, the list decoding algorithms for Reed-Solomon codes, from…”
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Automatic Task Detection and Heterogeneous LLM Speculative Decoding by Ge, Danying, Gao, Jianhua, Jiang, Qizhi, Feng, Yifei, Ji, Weixing

Table of Contents: “… propose a speculative decoding algorithm tailored for downstream task optimization. It includes…”
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EXACT: Explicit Attribute-Guided Decoding-Time Personalization by Yu, Xin, Xing, Hanwen, Xue, Lingzhou

Table of Contents: “… into the context to steer generation. We establish theoretical approximation guarantees for the proposed algorithm…”
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A blockBP decoder for the surface code by Kaufmann, Aviad, Arad, Itai

Table of Contents: “…We present a new decoder for the surface code, which combines the accuracy of the tensor-network…”
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Masked Generative Nested Transformers with Decode Time Scaling by Goyal, Sahil, Tula, Debapriya, Jain, Gagan, Shenoy, Pradeep, Jain, Prateek, Paul, Sujoy

Table of Contents: “… computational efficiency. Most of these algorithms involve multiple passes over a transformer model to generate…”
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MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models by Xu, Chejian, Zhang, Jiawei, Chen, Zhaorun, Xie, Chulin, Kang, Mintong, Potter, Yujin, Wang, Zhun, Yuan, Zhuowen, Xiong, Alexander, Xiong, Zidi, Zhang, Chenhui, Yuan, Lingzhi, Zeng, Yi, Xu, Peiyang, Guo, Chengquan, Zhou, Andy, Tan, Jeffrey Ziwei, Zhao, Xuandong, Pinto, Francesco, Xiang, Zhen, Gai, Yu, Lin, Zinan, Hendrycks, Dan, Li, Bo, Song, Dawn

Table of Contents: “… (Multimodal DecodingTrust), designed to provide a comprehensive safety and trustworthiness evaluation…”
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Efficient Decoding Methods for Language Models on Encrypted Data by Avitan, Matan, Baruch, Moran, Drucker, Nir, Zimerman, Itamar, Goldberg, Yoav

Table of Contents: “… performance bottleneck. We introduce cutmax, an HE-friendly argmax algorithm that reduces ciphertext…”
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Accelerating Speculative Decoding with Block Diffusion Draft Trees by Ringel, Liran, Romano, Yaniv

Table of Contents: “… budget, DDTree uses a simple best-first heap algorithm to select the continuations that are most likely…”
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Optimizing Medical Image Segmentation with Advanced Decoder Design by Yang, Weibin, Dong, Zhiqi, Xu, Mingyuan, Xu, Longwei, Geng, Dehua, Li, Yusong, Wang, Pengwei

Table of Contents: “…., Swin UNETR Decoder Enhanced and Refined) by specifically optimizing the design of these three…”
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Entropy-Aligned Decoding of LMs for Better Writing and Reasoning by Ahmed, Kareem, Singh, Sameer

Table of Contents: “… distribution. Still, vanilla random sampling from LMs yields low quality generations. Decoding algorithms…”
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Constrained Auto-Regressive Decoding Constrains Generative Retrieval by Wu, Shiguang, Ren, Zhaochun, Xin, Xin, Yang, Jiyuan, Zhang, Mengqi, Chen, Zhumin, de Rijke, Maarten, Ren, Pengjie

Table of Contents: “…-wise marginal distributions. (ii) For the beam search algorithm used during generation, we reveal…”
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AutoJudge: Judge Decoding Without Manual Annotation by Garipov, Roman, Velikonivtsev, Fedor, Ermakov, Ivan, Svirschevski, Ruslan, Egiazarian, Vage, Ryabinin, Max

Table of Contents: “… semi-greedy search algorithm to test which of the mismatches between target and draft models should…”
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Decoding species coexistence: A reinforcement learning perspective by Jiang, Kaiwen, Zhao, Chenyang, Deng, Shengfeng, Cai, Weiran, Zhang, Jiqiang, Chen, Li

Table of Contents: “… regulated via a Q-learning algorithm rather than held fixed. Our results show that all three species can…”
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The Recurrent Transformer: Greater Effective Depth and Efficient Decoding by Oncescu, Costin-Andrei, Morwani, Depen, Jelassi, Samy, Meterez, Alexandru, Kwun, Mujin, Kakade, Sham

Table of Contents: “… tiling-based algorithm that preserves the mathematical computation while reducing HBM traffic from $Θ(N^2…”
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Recursive decoding of projective Reed-Muller codes by San-José, Rodrigo

Table of Contents: “…We give a recursive decoding algorithm for projective Reed-Muller codes making use of a decoder…”
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Duality and decoding of linearized Algebraic Geometry codes by Berardini, Elena, Caruso, Xavier, Drain, Fabrice

Table of Contents: “…We design a polynomial time decoding algorithm for linearized Algebraic Geometry codes…”
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