Suchergebnisse - decoding (algorithm OR (algorithmssssics OR algorithmssssics))

Brain-to-Text Benchmark '24: Lessons Learned von 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.

Inhaltsangabe: “… 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 von Xu, Yuhang, Tian, Kaibin, Tian, Yang, Yang, Zhice, Yu, Yifeng, Li, Yan, Liu, Shengzhong, Wu, Fan, Chen, Guihai

Inhaltsangabe: “… 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 von Guruswami, Venkatesan, Mosheiff, Jonathan

Inhaltsangabe: “… besides linearity, and are not amenable to tractable error-correction algorithms. In this work, we prove …”
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Efficient Certificates of Anti-Concentration Beyond Gaussians von Bakshi, Ainesh, Kothari, Pravesh, Rajendran, Goutham, Tulsiani, Madhur, Vijayaraghavan, Aravindan

Inhaltsangabe: “… in algorithmic robust statistics e.g., list-decodable learning and clustering, to such distributions. Our …”
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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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Flag Proxy Networks: Tackling the Architectural, Scheduling, and Decoding Obstacles of Quantum LDPC codes von Vittal, Suhas, Javadi-Abhari, Ali, Cross, Andrew W., Bishop, Lev S., Qureshi, Moinuddin

Inhaltsangabe: “… 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 von Simakov, Ilya. A., Besedin, Ilya. S.

Inhaltsangabe: “… 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 von Haymaker, Kathryn, McMillon, Emily

Inhaltsangabe: “… 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 von Paniv, Yurii, Chaplynskyi, Dmytro, Trynus, Nikita, Kyrylov, Volodymyr

Inhaltsangabe: “… 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 von Pei, Alexander

Inhaltsangabe: “… 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 von Hidaka, Keita, Abdelhadi, Dina, Urbanke, Ruediger

Inhaltsangabe: “… , 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 von Sen, Jaydip, Sengupta, Saptarshi, Dasgupta, Subhasis

Inhaltsangabe: “… ), 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 von Zhao, Yushu, Qin, Yubin, Wang, Yang, Yang, Xiaolong, Han, Huiming, Wei, Shaojun, Hu, Yang, Yin, Shouyi

Inhaltsangabe: “… 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 von Zhang, Yanfeng, Fan, Xi'an, Zhu, Xu, Zheng, Jinkai, Liang, Hui, Yang, Weiwei, Luan, Tom H.

Inhaltsangabe: “… 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 von Vankov, Daniil, Ivkin, Nikita, Ulrich, Kyle, Song, Xiang, Khetan, Ashish, Karypis, George

Inhaltsangabe: “… 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 von Miyamoto, Sora, Oba, Daisuke, Okazaki, Naoaki

Inhaltsangabe: “… ), 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 von Srinivasavaradhan, Sundara Rajan, Gopi, Sivakanth, Pfister, Henry D., Yekhanin, Sergey

Inhaltsangabe: “… -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 von Mohammadkarimi, Mostafa, Ardakani, Masoud

Inhaltsangabe: “… 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 von Chen, Chin-Hung, Nikoloska, Ivana, van Houtum, Wim, Wu, Yan, Alvarado, Alex

Inhaltsangabe: “… to distinguish. We propose an effective initialization refinement algorithm that utilizes the decoder output as a …”
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A new approach to the Berlekamp-Massey-Sakata Algorithm. Improving Locator Decoding von Bernal, José Joaquín, Simón, Juan Jacobo

Inhaltsangabe: “… algorithm is exactly a Groebner basis for the mentioned ideal. Then, we apply these results to improve …”
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