Suchergebnisse - (dedecoding OR (coding OR Decoding)) (algorithm OR algorithmsssic)

An Advancement in Huffman Coding With a Potential for Parallel Decoding von K. Viswanathan Iyer, Karthick Seshadri, K. Srinivasulu

Inhaltsangabe: “… An Advancement in Huffman Coding With a Potential for Parallel Decoding K. Viswanathan Iyer …”
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Rethink the Role of Neural Decoders in Quantum Error Correction von Yan, Ge, Li, Shanchuan, Du, Yuxuan

Inhaltsangabe: “… central algorithmic primitive. Owing to its importance and intrinsic difficulty, substantial effort has …”
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D-SELD: Dataset-Scalable Exemplar LCA-Decoder von Takaghaj, Sanaz Mahmoodi, Sampson, Jack

Inhaltsangabe: “… of the human brain and natively mapping Spiking Neural Networks (SNNs). Effective training algorithms for SNNs …”
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Constrained Decoding of Diffusion LLMs with Context-Free Grammars von Mündler, Niels, Dekoninck, Jasper, Vechev, Martin

Inhaltsangabe: “… practical applications of LLMs, such as code completion and structured data extraction, require adherence …”
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Decoding-Time Language Model Alignment with Multiple Objectives von Shi, Ruizhe, Chen, Yifang, Hu, Yushi, Liu, Alisa, Hajishirzi, Hannaneh, Smith, Noah A., Du, Simon S.

Inhaltsangabe: “… -objective decoding (MOD)}$, a decoding-time algorithm that outputs the next token from a linear combination …”
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Television Discourse Decoded: Comprehensive Multimodal Analytics at Scale von Agarwal, Anmol, Priyadarshi, Pratyush, Sinha, Shiven, Gupta, Shrey, Jangra, Hitkul, Kumaraguru, Ponnurangam, Garimella, Kiran

Inhaltsangabe: “… multimedia analysis. Utilizing state-of-the-art computer vision algorithms and speech-to-text methods, we …”
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Implementation and Optimization of HQC Decoding on NPU-Integrated Devices von Chau, Vu Minh, Kiet, Nguyen Ngoc, Minh, Pham Quang, Ngoc, Mai Xuan, Anh, Nguyen Duc, Ta, Hoang

Inhaltsangabe: “… Hamming Quasi-Cyclic (HQC) has been selected by NIST for standardization as an additional code …”
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FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs von Roy, Shamik, Sengupta, Sailik, Bonadiman, Daniele, Mansour, Saab, Gupta, Arshit

Inhaltsangabe: “… -Adhering Planning algorithm based on constrained decoding with lookahead heuristic for LLMs. Our algorithm …”
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Hamiltonian Decoded Quantum Interferometry for General Pauli Hamiltonians von Bu, Kaifeng, Gu, Weichen, Li, Xiang

Inhaltsangabe: “… In this work, we study the Hamiltonian Decoded Quantum Interferometry (HDQI) for the general …”
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Accelerating Transformer Inference for Translation via Parallel Decoding von Santilli, Andrea, Severino, Silvio, Postolache, Emilian, Maiorca, Valentino, Mancusi, Michele, Marin, Riccardo, Rodolà, Emanuele

Inhaltsangabe: “… quality. In this paper, we propose to address the problem from the point of view of decoding algorithms …”
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Decoding Musical Origins: Distinguishing Human and AI Composers von Tsai, Cheng-Yang, Huang, Tzu-Wei, Wei, Shao-Yu, Chen, Guan-Wei, Chu, Hung-Ying, Lin, Yu-Cheng

Inhaltsangabe: “… piece of music was composed by a human (Native), a rule-based algorithm (Algorithm Generated), or an LLM …”
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Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding von Chen, Zhuoming, May, Avner, Svirschevski, Ruslan, Huang, Yuhsun, Ryabinin, Max, Jia, Zhihao, Chen, Beidi

Inhaltsangabe: “… scalable, robust, and hardware-aware algorithm for speculative decoding. To attain better scalability …”
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Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge von Xiao, Bin, Shi, Chunan, Nie, Xiaonan, Yang, Fan, Deng, Xiangwei, Su, Lei, Chen, Weipeng, Cui, Bin

Inhaltsangabe: “… transfer instead of computation. Recently, parallel decoding, a type of speculative decoding algorithms …”
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Earley-Driven Dynamic Pruning for Efficient Structured Decoding von Sun, Xintong, Wei, Chi, Tian, Minghao, Ni, Shiwen

Inhaltsangabe: “… on the Earley algorithm that identifies and eliminates invalid or redundant Earley states in real-time …”
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Personalized LLM Decoding via Contrasting Personal Preference von Bu, Hyungjune, Jung, Chanjoo, Kang, Minjae, Kim, Jaehyung

Inhaltsangabe: “… decoding-time algorithms remains largely overlooked, despite their demonstrated potential. In this paper …”
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Agreement-Constrained Probabilistic Minimum Bayes Risk Decoding von Natsumi, Koki, Deguchi, Hiroyuki, Sakai, Yusuke, Kamigaito, Hidetaka, Watanabe, Taro

Inhaltsangabe: “… and completes the missing scores with a matrix completion algorithm. Nevertheless, it degrades the translation …”
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MMSpec: Benchmarking Speculative Decoding for Vision-Language Models von 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

Inhaltsangabe: “… 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 von Li, Bolian, Wang, Yifan, Lochab, Anamika, Grama, Ananth, Zhang, Ruqi

Inhaltsangabe: “… 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 von Sun, Hanshi, Haider, Momin, Zhang, Ruiqi, Yang, Huitao, Qiu, Jiahao, Yin, Ming, Wang, Mengdi, Bartlett, Peter, Zanette, Andrea

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

Inhaltsangabe: “… playlist generation, showing that a single algorithm instantiated via domain-specific scoring functions …”
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