Resultados de búsqueda - (Decoding OR coding) (algorithm OR algorithmics)

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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D-SELD: Dataset-Scalable Exemplar LCA-Decoder por Takaghaj, Sanaz Mahmoodi, Sampson, Jack

Tabla de Contenidos: “… of the human brain and natively mapping Spiking Neural Networks (SNNs). Effective training algorithms for SNNs…”
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Entanglement Purification with Quantum LDPC Codes and Iterative Decoding por Rengaswamy, Narayanan, Raveendran, Nithin, Raina, Ankur, Vasić, Bane

Tabla de Contenidos: “…Recent constructions of quantum low-density parity-check (QLDPC) codes provide optimal scaling…”
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Correctness-Guaranteed Code Generation via Constrained Decoding por Li, Lingxiao, Rahili, Salar, Zhao, Yiwei

Tabla de Contenidos: “…Language Models (LMs) are increasingly being used for code generation, but ensuring the correctness…”
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Lottery BP: Unlocking Quantum Error Decoding at Scale por Zhu, Yanzhang, Peng, Chen-Yu, Chen, Yun Hao, Ueng, Yeong-Luh, Wu, Di

Tabla de Contenidos: “… motivates this paper. Existing decoding algorithms (decoders), such as clustering, matching, belief…”
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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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Decoding-Time Language Model Alignment with Multiple Objectives por Shi, Ruizhe, Chen, Yifang, Hu, Yushi, Liu, Alisa, Hajishirzi, Hannaneh, Smith, Noah A., Du, Simon S.

Tabla de Contenidos: “…-objective decoding (MOD)}$, a decoding-time algorithm that outputs the next token from a linear combination…”
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Constrained Decoding of Diffusion LLMs with Context-Free Grammars por Mündler, Niels, Dekoninck, Jasper, Vechev, Martin

Tabla de Contenidos: “… practical applications of LLMs, such as code completion and structured data extraction, require adherence…”
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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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FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs por Roy, Shamik, Sengupta, Sailik, Bonadiman, Daniele, Mansour, Saab, Gupta, Arshit

Tabla de Contenidos: “…-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 por Bu, Kaifeng, Gu, Weichen, Li, Xiang

Tabla de Contenidos: “…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 por Santilli, Andrea, Severino, Silvio, Postolache, Emilian, Maiorca, Valentino, Mancusi, Michele, Marin, Riccardo, Rodolà, Emanuele

Tabla de Contenidos: “… 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 por Tsai, Cheng-Yang, Huang, Tzu-Wei, Wei, Shao-Yu, Chen, Guan-Wei, Chu, Hung-Ying, Lin, Yu-Cheng

Tabla de Contenidos: “… piece of music was composed by a human (Native), a rule-based algorithm (Algorithm Generated), or an LLM…”
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Implementation and Optimization of HQC Decoding on NPU-Integrated Devices por Chau, Vu Minh, Kiet, Nguyen Ngoc, Minh, Pham Quang, Ngoc, Mai Xuan, Anh, Nguyen Duc, Ta, Hoang

Tabla de Contenidos: “…Hamming Quasi-Cyclic (HQC) has been selected by NIST for standardization as an additional code…”
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Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding por Chen, Zhuoming, May, Avner, Svirschevski, Ruslan, Huang, Yuhsun, Ryabinin, Max, Jia, Zhihao, Chen, Beidi

Tabla de Contenidos: “… 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 por Xiao, Bin, Shi, Chunan, Nie, Xiaonan, Yang, Fan, Deng, Xiangwei, Su, Lei, Chen, Weipeng, Cui, Bin

Tabla de Contenidos: “… 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 por Sun, Xintong, Wei, Chi, Tian, Minghao, Ni, Shiwen

Tabla de Contenidos: “… 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 por Bu, Hyungjune, Jung, Chanjoo, Kang, Minjae, Kim, Jaehyung

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

Tabla de Contenidos: “… 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 por 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

Tabla de Contenidos: “… representative speculative decoding algorithms under a unified evaluation framework. Our study reveals three key…”
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