Suchergebnisse - Decoding (algorithm OR (algorithmssics OR algorithmsssics))

List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering von Diakonikolas, Ilias, Kane, Daniel M., Karmalkar, Sushrut, Pensia, Ankit, Pittas, Thanasis

Inhaltsangabe: “… provide the first sample and computationally efficient algorithm for list-decodable sparse mean estimation …”
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List Decoding Reed--Solomon Codes in the Lee, Euclidean, and Other Metrics von Peikert, Chris, Hostetler, Alexandra Veliche

Inhaltsangabe: “… on the specific values of the errors may be more appropriate. This work gives a polynomial-time algorithm …”
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HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding von Chen, Zhaorun, Zhao, Zhuokai, Luo, Hongyin, Yao, Huaxiu, Li, Bo, Zhou, Jiawei

Inhaltsangabe: “… novel decoding algorithm designed to mitigate OH in LVLMs. HALC leverages distinct fine-grained optimal …”
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A Neural Network-aided Low Complexity Chase Decoder for URLLC von Testi, Enrico, Paolini, Enrico

Inhaltsangabe: “… Ultra-reliable low-latency communications (URLLC) demand decoding algorithms that simultaneously …”
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Towards solving industrial integer linear programs with Decoded Quantum Interferometry von Sabater, Francesc, Harzli, Ouns El, Besjes, Geert-Jan, Erdmann, Marvin, Klepsch, Johannes, Hiltrop, Jonas, Bobier, Jean-Francois, Cao, Yudong, Riofrio, Carlos A.

Inhaltsangabe: “… circuit implementation for belief propagation, a heuristic algorithm for decoding LDPC codes. Thus, we …”
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Construction and Fast Decoding of Binary Linear Sum-Rank-Metric Codes von Chen, Hao, Qi, Yanfeng, Cheng, Zhiqiang

Inhaltsangabe: “… algorithms were proposed and studied. They are sum-rank versions of Reed-Solomon codes and BCH codes …”
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Task Decoding based on Eye Movements using Synthetic Data Augmentation von Sadhu, Shanmuka, Baran, Arca, Pandey, Preeti, Kumar, Ayush

Inhaltsangabe: “… , etc. The outcome of traditional machine learning algorithms used for decoding tasks based on eye …”
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The Quantum Decoding Problem : Tight Achievability Bounds and Application to Regev's Reduction von Blanvillain, Agathe, Chailloux, André, Tillich, Jean-Pierre

Inhaltsangabe: “… algorithms have an exponential complexity. They also give an information theoretic limit for the code rate …”
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Transformer-Based Decoding in Concatenated Coding Schemes Under Synchronization Errors von Streit, Julian, Weindel, Franziska, Heckel, Reinhard

Inhaltsangabe: “… (BCJR) algorithm. However, the BCJR algorithm scales exponentially with the number of noisy copies …”
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Pushing the Limits of Beam Search Decoding for Transducer-based ASR models von Grigoryan, Lilit, Bataev, Vladimir, Andrusenko, Andrei, Xu, Hainan, Lavrukhin, Vitaly, Ginsburg, Boris

Inhaltsangabe: “… to accelerate beam search for Transducers, enabling the implementation of two optimized algorithms: ALSD …”
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Spiffy: Multiplying Diffusion LLM Acceleration via Lossless Speculative Decoding von Agrawal, Sudhanshu, Garrepalli, Risheek, Goel, Raghavv, Lee, Mingu, Lott, Christopher, Porikli, Fatih

Inhaltsangabe: “… algorithm that accelerates dLLM inference by $\mathbf{2.8{-}3.1\times}$ while provably preserving the model …”
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A Double Maximization Approach for Optimizing the LM Rate of Mismatched Decoding von Chen, Lingyi, Wu, Shitong, Li, Xinwei, Wu, Huihui, Wu, Hao, Zhang, Wenyi

Inhaltsangabe: “… optimization direction is convex. Consequently, an alternating maximization algorithm is established to solve …”
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Decodable hybrid dynamics of open quantum systems with Z_2 symmetry von Li, Yaodong, Fisher, Matthew P. A.

Inhaltsangabe: “… decoding algorithm for recovering an arbitrary initial qubit state in the code space, assuming knowledge …”
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Decoding with Limited Teacher Supervision Requires Understanding When to Trust the Teacher von Ok, Hyunjong, Ryu, Jegwang, Lee, Jaeho

Inhaltsangabe: “… there is no restriction on the number of LLM supervisions one can use, giving birth to many decoding algorithms …”
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TapOut: A Bandit-Based Approach to Dynamic Speculative Decoding von Sridhar, Aditya, Sinnadurai, Nish, Lie, Sean, Thangarasa, Vithursan

Inhaltsangabe: “… -and-play algorithm for dynamic speculation policy selection using multi-armed bandits. Our approach employs …”
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Trainable Joint Channel Estimation, Detection and Decoding for MIMO URLLC Systems von Sun, Yi, Shen, Hong, Li, Bingqing, Xu, Wei, Zhu, Pengcheng, Hu, Nan, Zhao, Chunming

Inhaltsangabe: “… of multipliers (ADMM) algorithms, where closed-form solutions are achieved in each ADMM iteration. Furthermore …”
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Capacity-Achieving BBT Polar Codes with Interleaver-Assisted BP Decoding von Yao, Xinyuanmeng, Ma, Xiao

Inhaltsangabe: “… codes together with a belief-propagation (BP) decoding algorithm. Specifically, based on the normal …”
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AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding von Nguyen, Nhan Duc Thanh, Phan, Huy, Geirnaert, Simon, Mikkelsen, Kaare, Kidmose, Preben

Inhaltsangabe: “… -steered hearing devices. Most AAD algorithms are relying on the increase in neural entrainment …”
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Flight Evolution: Decoding Autonomous UAV Navigation—Fundamentals, Taxonomy, and Challenges von Geeta Sharma, Sanjeev Jain

Inhaltsangabe: “… Flight Evolution: Decoding Autonomous UAV Navigation—Fundamentals, Taxonomy, and Challenges Geeta …”
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Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity von Metel, Michael R., Lu, Peng, Chen, Boxing, Rezagholizadeh, Mehdi, Kobyzev, Ivan

Inhaltsangabe: “… adapted to the input context. We show empirically that our light-weight algorithm is competitive …”
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