Risultati della ricerca - (coding OR Decoding) algorithm

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

Sommario: “...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 di Yan, Ge, Li, Shanchuan, Du, Yuxuan

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

Sommario: “... 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 di Mündler, Niels, Dekoninck, Jasper, Vechev, Martin

Sommario: “... 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 di Shi, Ruizhe, Chen, Yifang, Hu, Yushi, Liu, Alisa, Hajishirzi, Hannaneh, Smith, Noah A., Du, Simon S.

Sommario: “...-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 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...”
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Implementation and Optimization of HQC Decoding on NPU-Integrated Devices di Chau, Vu Minh, Kiet, Nguyen Ngoc, Minh, Pham Quang, Ngoc, Mai Xuan, Anh, Nguyen Duc, Ta, Hoang

Sommario: “...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 di Roy, Shamik, Sengupta, Sailik, Bonadiman, Daniele, Mansour, Saab, Gupta, Arshit

Sommario: “...-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 di Bu, Kaifeng, Gu, Weichen, Li, Xiang

Sommario: “...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 di Santilli, Andrea, Severino, Silvio, Postolache, Emilian, Maiorca, Valentino, Mancusi, Michele, Marin, Riccardo, Rodolà, Emanuele

Sommario: “... 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 di Tsai, Cheng-Yang, Huang, Tzu-Wei, Wei, Shao-Yu, Chen, Guan-Wei, Chu, Hung-Ying, Lin, Yu-Cheng

Sommario: “... 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 di Chen, Zhuoming, May, Avner, Svirschevski, Ruslan, Huang, Yuhsun, Ryabinin, Max, Jia, Zhihao, Chen, Beidi

Sommario: “... 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 di Xiao, Bin, Shi, Chunan, Nie, Xiaonan, Yang, Fan, Deng, Xiangwei, Su, Lei, Chen, Weipeng, Cui, Bin

Sommario: “... 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 di Sun, Xintong, Wei, Chi, Tian, Minghao, Ni, Shiwen

Sommario: “... 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 di Bu, Hyungjune, Jung, Chanjoo, Kang, Minjae, Kim, Jaehyung

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

Sommario: “... 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 di 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

Sommario: “... 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 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...”
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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...”
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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...”
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