Résultats de la recherche - decoding (algorithmssssic OR (algorithm OR Algorithms))

Brain-to-Text Benchmark '24: Lessons Learned par Willett, Francis R., Li, Jingyuan, Le, Trung, Fan, Chaofei, Chen, Mingfei, Shlizerman, Eli, Chen, Yue, Zheng, Xin, Okubo, Tatsuo S., Benster, Tyler, Lee, Hyun Dong, Kounga, Maxwell, Buchanan, E. Kelly, Zoltowski, David, Linderman, Scott W., Henderson, Jaimie M.

Table des matières: “… of decoding algorithms that convert neural activity to text. Here, we summarize the lessons learned from…”
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BubbleSpec: Turning Long-Tail Bubbles into Speculative Rollout Drafts for Synchronous Reinforcement Learning par Xu, Yuhang, Tian, Kaibin, Tian, Yang, Yang, Zhice, Yu, Yifeng, Li, Yan, Liu, Shengzhong, Wu, Fan, Chen, Guihai

Table des matières: “… or asynchronous RL, mitigate these bubbles by compromising the algorithm's strict synchronous nature. Instead, we…”
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Punctured Low-Bias Codes Behave Like Random Linear Codes par Guruswami, Venkatesan, Mosheiff, Jonathan

Table des matières: “… besides linearity, and are not amenable to tractable error-correction algorithms. In this work, we prove…”
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Decoding-Time Language Model Alignment with Multiple Objectives par Shi, Ruizhe, Chen, Yifang, Hu, Yushi, Liu, Alisa, Hajishirzi, Hannaneh, Smith, Noah A., Du, Simon S.

Table des matières: “…-objective decoding (MOD)}$, a decoding-time algorithm that outputs the next token from a linear combination…”
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Flag Proxy Networks: Tackling the Architectural, Scheduling, and Decoding Obstacles of Quantum LDPC codes par Vittal, Suhas, Javadi-Abhari, Ali, Cross, Andrew W., Bishop, Lev S., Qureshi, Moinuddin

Table des matières: “… this algorithm for fault-tolerant syndrome extraction on FPNs. {\em Third}, we present two decoders that leverage…”
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Low-overhead quantum error correction codes with a cyclic topology par Simakov, Ilya. A., Besedin, Ilya. S.

Table des matières: “… algorithm supported by an improved lookup table decoder and provide a numerical simulation of the proposed…”
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Parity-check Codes from Disjunct Matrices par Haymaker, Kathryn, McMillon, Emily

Table des matières: “… round of bit-flipping decoding with regard to a modified version of Gallager's bit-flipping decoding…”
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Setting up the Data Printer with Improved English to Ukrainian Machine Translation par Paniv, Yurii, Chaplynskyi, Dmytro, Trynus, Nikita, Kyrylov, Volodymyr

Table des matières: “… of new algorithmic tasks expressed in natural language. Examples of task performance expressed in English…”
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Phase Alignment Enhances Oscillatory Power in Neural Mass Models Optimized for Class Encoding par Pei, Alexander

Table des matières: “… simple neural circuits can represent information. A genetic algorithm was used to optimize parameters…”
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Interpolation of Quantum Polar Codes and Quantum Reed-Muller Codes par Hidaka, Keita, Abdelhadi, Dina, Urbanke, Ruediger

Table des matières: “…, though no known efficient decoding algorithm exists for them. In this work, we propose strategies…”
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Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs par Sen, Jaydip, Sengupta, Saptarshi, Dasgupta, Subhasis

Table des matières: “…), focusing on enhancing the Locally Typical Sampling (LTS) algorithm. Traditional decoding methods…”
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From Quarter to All: Accelerating Speculative LLM Decoding via Floating-Point Exponent Remapping and Parameter Sharing par Zhao, Yushu, Qin, Yubin, Wang, Yang, Yang, Xiaolong, Han, Huiming, Wei, Shaojun, Hu, Yang, Yin, Shouyi

Table des matières: “… extra overheads. We propose SPEQ, an algorithm-hardware co-designed speculative decoding method…”
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Low-Complexity Sparse Superimposed Coding for Ultra Reliable Low Latency Communications par Zhang, Yanfeng, Fan, Xi'an, Zhu, Xu, Zheng, Jinkai, Liang, Hui, Yang, Weiwei, Luan, Tom H.

Table des matières: “… high encoding and decoding complexity due to the use of dense codebook matrices. In this paper, we…”
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XShare: Collaborative in-Batch Expert Sharing for Faster MoE Inference par Vankov, Daniil, Ivkin, Nikita, Ulrich, Kyle, Song, Xiang, Khetan, Ashish, Karypis, George

Table des matières: “… models. However, in production inference, request batching and speculative decoding significantly amplify…”
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Aligning Tree-Search Policies with Fixed Token Budgets in Test-Time Scaling of LLMs par Miyamoto, Sora, Oba, Daisuke, Okazaki, Naoaki

Table des matières: “…), a tree-search decoding algorithm that aligns its search policy with the remaining token budget…”
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Trellis BMA: Coded Trace Reconstruction on IDS Channels for DNA Storage par Srinivasavaradhan, Sundara Rajan, Gopi, Sivakanth, Pfister, Henry D., Yekhanin, Sergey

Table des matières: “…-deletion-substitution (IDS) channel and design both encoding schemes and low-complexity decoding algorithms…”
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Efficient Massive Machine Type Communication (mMTC) via AMP par Mohammadkarimi, Mostafa, Ardakani, Masoud

Table des matières: “…We propose efficient and low-complexity multiuser detection (MUD) algorithms for Gaussian multiple…”
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Physics-Aware Initialization Refinement in Code-Aided EM for Blind Channel Estimation par Chen, Chin-Hung, Nikoloska, Ivana, van Houtum, Wim, Wu, Yan, Alvarado, Alex

Table des matières: “… to distinguish. We propose an effective initialization refinement algorithm that utilizes the decoder output as a…”
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Timing-Error Optimized Architecture for Current-Steering DACs par Babaee, Ramin, Gharan, Shahab Oveis, Bouchard, Martin

Table des matières: “… minimizes the distortion caused by random timing mismatches among current sources. To decode the DAC input…”
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PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities par Zilberg, Daniel, Levie, Ron

Table des matières: “… as a graph autoencoder: nodes are embedded into a code space by an algorithm that maximizes the log…”
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