Resultados de búsqueda - Decoding (algorithm OR (algorithmssics OR (algorithmssics OR algorithmsssics)))

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

Tabla de Contenidos: “… 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 por Sun, Hanshi, Haider, Momin, Zhang, Ruiqi, Yang, Huitao, Qiu, Jiahao, Yin, Ming, Wang, Mengdi, Bartlett, Peter, Zanette, Andrea

Tabla de Contenidos: “… introduce Speculative Rejection, a computationally-viable inference-time alignment algorithm. It generates…”
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Affine Subcode Ensemble Decoding of Linear Block Codes por Mandelbaum, Jonathan, Bezner, Paul, Jäkel, Holger, Brink, Stephan ten, Schmalen, Laurent

Tabla de Contenidos: “… BCH code, when combining ensemble design with algorithms for constructing high-performance parity…”
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Primal-Dual Guided Decoding for Constrained Discrete Diffusion por Tomasi, Federico, Moor, Dmitrii, Wang, Alice, Lalmas, Mounia

Tabla de Contenidos: “… playlist generation, showing that a single algorithm instantiated via domain-specific scoring functions…”
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Automatic Task Detection and Heterogeneous LLM Speculative Decoding por Ge, Danying, Gao, Jianhua, Jiang, Qizhi, Feng, Yifei, Ji, Weixing

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

Tabla de Contenidos: “… into the context to steer generation. We establish theoretical approximation guarantees for the proposed algorithm…”
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Television Discourse Decoded: Comprehensive Multimodal Analytics at Scale por Agarwal, Anmol, Priyadarshi, Pratyush, Sinha, Shiven, Gupta, Shrey, Jangra, Hitkul, Kumaraguru, Ponnurangam, Garimella, Kiran

Tabla de Contenidos: “… multimedia analysis. Utilizing state-of-the-art computer vision algorithms and speech-to-text methods, we…”
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Masked Generative Nested Transformers with Decode Time Scaling por Goyal, Sahil, Tula, Debapriya, Jain, Gagan, Shenoy, Pradeep, Jain, Prateek, Paul, Sujoy

Tabla de Contenidos: “… 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 por 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

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

Tabla de Contenidos: “… performance bottleneck. We introduce cutmax, an HE-friendly argmax algorithm that reduces ciphertext…”
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Reinforcement Learning for Enhanced Advanced QEC Architecture Decoding por Zhou, Yidong, Kong, Lingyi, Peng, Yifeng, Liang, Zhiding

Tabla de Contenidos: “… algorithms to address the multifaceted nature of the decoding problem, considering factors such as code…”
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Accelerating Speculative Decoding with Block Diffusion Draft Trees por Ringel, Liran, Romano, Yaniv

Tabla de Contenidos: “… budget, DDTree uses a simple best-first heap algorithm to select the continuations that are most likely…”
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Rethink the Role of Neural Decoders in Quantum Error Correction por Yan, Ge, Li, Shanchuan, Du, Yuxuan

Tabla de Contenidos: “… central algorithmic primitive. Owing to its importance and intrinsic difficulty, substantial effort has…”
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Optimizing Medical Image Segmentation with Advanced Decoder Design por Yang, Weibin, Dong, Zhiqi, Xu, Mingyuan, Xu, Longwei, Geng, Dehua, Li, Yusong, Wang, Pengwei

Tabla de Contenidos: “…., Swin UNETR Decoder Enhanced and Refined) by specifically optimizing the design of these three…”
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Correctness-Guaranteed Code Generation via Constrained Decoding por Li, Lingxiao, Rahili, Salar, Zhao, Yiwei

Tabla de Contenidos: “… correctness for runtime-critical components. We present a constrained decoding algorithm for generating…”
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Entropy-Aligned Decoding of LMs for Better Writing and Reasoning por Ahmed, Kareem, Singh, Sameer

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

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

Tabla de Contenidos: “… semi-greedy search algorithm to test which of the mismatches between target and draft models should…”
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Constrained Decoding of Diffusion LLMs with Context-Free Grammars por Mündler, Niels, Dekoninck, Jasper, Vechev, Martin

Tabla de Contenidos: “… language is empty and present an efficient algorithm to solve it for context-free languages. Empirical…”
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Decoding species coexistence: A reinforcement learning perspective por Jiang, Kaiwen, Zhao, Chenyang, Deng, Shengfeng, Cai, Weiran, Zhang, Jiqiang, Chen, Li

Tabla de Contenidos: “… regulated via a Q-learning algorithm rather than held fixed. Our results show that all three species can…”
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