Risultati della ricerca - Decoding (algorithm OR (algorithmics OR (algorithmssics OR algorithmssics)))

Simplified Successive Cancellation List Decoding of PAC Codes di Saber, Hamid, Hatami, Homayoon, Bae, Jung Hyun

Sommario: “... decoding and present a simplified SCL (SSCL) decoding algorithm for PAC codes. SSCL decoding of PAC codes...”
Testo

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

Sommario: “... rejection sampling algorithm that minimizes redundant computations of both LLMs and reward models (RMs...”
Testo

Fast Best-of-N Decoding via Speculative Rejection di Sun, Hanshi, Haider, Momin, Zhang, Ruiqi, Yang, Huitao, Qiu, Jiahao, Yin, Ming, Wang, Mengdi, Bartlett, Peter, Zanette, Andrea

Sommario: “... introduce Speculative Rejection, a computationally-viable inference-time alignment algorithm. It generates...”
Testo

Affine Subcode Ensemble Decoding of Linear Block Codes di Mandelbaum, Jonathan, Bezner, Paul, Jäkel, Holger, Brink, Stephan ten, Schmalen, Laurent

Sommario: “... BCH code, when combining ensemble design with algorithms for constructing high-performance parity...”
Testo

Primal-Dual Guided Decoding for Constrained Discrete Diffusion di Tomasi, Federico, Moor, Dmitrii, Wang, Alice, Lalmas, Mounia

Sommario: “... playlist generation, showing that a single algorithm instantiated via domain-specific scoring functions...”
Testo

Automatic Task Detection and Heterogeneous LLM Speculative Decoding di Ge, Danying, Gao, Jianhua, Jiang, Qizhi, Feng, Yifei, Ji, Weixing

Sommario: “... propose a speculative decoding algorithm tailored for downstream task optimization. It includes...”
Testo

EXACT: Explicit Attribute-Guided Decoding-Time Personalization di Yu, Xin, Xing, Hanwen, Xue, Lingzhou

Sommario: “... 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 di Agarwal, Anmol, Priyadarshi, Pratyush, Sinha, Shiven, Gupta, Shrey, Jangra, Hitkul, Kumaraguru, Ponnurangam, Garimella, Kiran

Sommario: “... multimedia analysis. Utilizing state-of-the-art computer vision algorithms and speech-to-text methods, we...”
Testo

Masked Generative Nested Transformers with Decode Time Scaling di Goyal, Sahil, Tula, Debapriya, Jain, Gagan, Shenoy, Pradeep, Jain, Prateek, Paul, Sujoy

Sommario: “... computational efficiency. Most of these algorithms involve multiple passes over a transformer model to generate...”
Testo

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models di 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

Sommario: “... (Multimodal DecodingTrust), designed to provide a comprehensive safety and trustworthiness evaluation...”
Testo

Efficient Decoding Methods for Language Models on Encrypted Data di Avitan, Matan, Baruch, Moran, Drucker, Nir, Zimerman, Itamar, Goldberg, Yoav

Sommario: “... performance bottleneck. We introduce cutmax, an HE-friendly argmax algorithm that reduces ciphertext...”
Testo

Reinforcement Learning for Enhanced Advanced QEC Architecture Decoding di Zhou, Yidong, Kong, Lingyi, Peng, Yifeng, Liang, Zhiding

Sommario: “... algorithms to address the multifaceted nature of the decoding problem, considering factors such as code...”
Testo

Accelerating Speculative Decoding with Block Diffusion Draft Trees di Ringel, Liran, Romano, Yaniv

Sommario: “... budget, DDTree uses a simple best-first heap algorithm to select the continuations that are most likely...”
Testo

Rethink the Role of Neural Decoders in Quantum Error Correction di Yan, Ge, Li, Shanchuan, Du, Yuxuan

Sommario: “... central algorithmic primitive. Owing to its importance and intrinsic difficulty, substantial effort has...”
Testo

Optimizing Medical Image Segmentation with Advanced Decoder Design di Yang, Weibin, Dong, Zhiqi, Xu, Mingyuan, Xu, Longwei, Geng, Dehua, Li, Yusong, Wang, Pengwei

Sommario: “...., 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 di Li, Lingxiao, Rahili, Salar, Zhao, Yiwei

Sommario: “... 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 di Ahmed, Kareem, Singh, Sameer

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

Sommario: “...-wise marginal distributions. (ii) For the beam search algorithm used during generation, we reveal...”
Testo

AutoJudge: Judge Decoding Without Manual Annotation di Garipov, Roman, Velikonivtsev, Fedor, Ermakov, Ivan, Svirschevski, Ruslan, Egiazarian, Vage, Ryabinin, Max

Sommario: “... semi-greedy search algorithm to test which of the mismatches between target and draft models should...”
Testo

Constrained Decoding of Diffusion LLMs with Context-Free Grammars di Mündler, Niels, Dekoninck, Jasper, Vechev, Martin

Sommario: “... language is empty and present an efficient algorithm to solve it for context-free languages. Empirical...”
Testo