Risultati della ricerca - Decoding (algorithm OR algorithmicsics)

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

Sommario: “... provide the first sample and computationally efficient algorithm for list-decodable sparse mean estimation...”
Testo

List Decoding Reed--Solomon Codes in the Lee, Euclidean, and Other Metrics di Peikert, Chris, Hostetler, Alexandra Veliche

Sommario: “... on the specific values of the errors may be more appropriate. This work gives a polynomial-time algorithm...”
Testo

HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding di Chen, Zhaorun, Zhao, Zhuokai, Luo, Hongyin, Yao, Huaxiu, Li, Bo, Zhou, Jiawei

Sommario: “... novel decoding algorithm designed to mitigate OH in LVLMs. HALC leverages distinct fine-grained optimal...”
Testo

A Neural Network-aided Low Complexity Chase Decoder for URLLC di Testi, Enrico, Paolini, Enrico

Sommario: “...Ultra-reliable low-latency communications (URLLC) demand decoding algorithms that simultaneously...”
Testo

Towards solving industrial integer linear programs with Decoded Quantum Interferometry di Sabater, Francesc, Harzli, Ouns El, Besjes, Geert-Jan, Erdmann, Marvin, Klepsch, Johannes, Hiltrop, Jonas, Bobier, Jean-Francois, Cao, Yudong, Riofrio, Carlos A.

Sommario: “... 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 di Chen, Hao, Qi, Yanfeng, Cheng, Zhiqiang

Sommario: “... algorithms were proposed and studied. They are sum-rank versions of Reed-Solomon codes and BCH codes...”
Testo

Task Decoding based on Eye Movements using Synthetic Data Augmentation di Sadhu, Shanmuka, Baran, Arca, Pandey, Preeti, Kumar, Ayush

Sommario: “..., etc. The outcome of traditional machine learning algorithms used for decoding tasks based on eye...”
Testo

The Quantum Decoding Problem : Tight Achievability Bounds and Application to Regev's Reduction di Blanvillain, Agathe, Chailloux, André, Tillich, Jean-Pierre

Sommario: “... algorithms have an exponential complexity. They also give an information theoretic limit for the code rate...”
Testo

Transformer-Based Decoding in Concatenated Coding Schemes Under Synchronization Errors di Streit, Julian, Weindel, Franziska, Heckel, Reinhard

Sommario: “... (BCJR) algorithm. However, the BCJR algorithm scales exponentially with the number of noisy copies...”
Testo

Pushing the Limits of Beam Search Decoding for Transducer-based ASR models di Grigoryan, Lilit, Bataev, Vladimir, Andrusenko, Andrei, Xu, Hainan, Lavrukhin, Vitaly, Ginsburg, Boris

Sommario: “... 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 di Agrawal, Sudhanshu, Garrepalli, Risheek, Goel, Raghavv, Lee, Mingu, Lott, Christopher, Porikli, Fatih

Sommario: “... algorithm that accelerates dLLM inference by $\mathbf{2.8{-}3.1\times}$ while provably preserving the model...”
Testo

A Double Maximization Approach for Optimizing the LM Rate of Mismatched Decoding di Chen, Lingyi, Wu, Shitong, Li, Xinwei, Wu, Huihui, Wu, Hao, Zhang, Wenyi

Sommario: “... 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 di Li, Yaodong, Fisher, Matthew P. A.

Sommario: “... 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 di Ok, Hyunjong, Ryu, Jegwang, Lee, Jaeho

Sommario: “... there is no restriction on the number of LLM supervisions one can use, giving birth to many decoding algorithms...”
Testo

TapOut: A Bandit-Based Approach to Dynamic Speculative Decoding di Sridhar, Aditya, Sinnadurai, Nish, Lie, Sean, Thangarasa, Vithursan

Sommario: “...-and-play algorithm for dynamic speculation policy selection using multi-armed bandits. Our approach employs...”
Testo

Trainable Joint Channel Estimation, Detection and Decoding for MIMO URLLC Systems di Sun, Yi, Shen, Hong, Li, Bingqing, Xu, Wei, Zhu, Pengcheng, Hu, Nan, Zhao, Chunming

Sommario: “... of multipliers (ADMM) algorithms, where closed-form solutions are achieved in each ADMM iteration. Furthermore...”
Testo

Capacity-Achieving BBT Polar Codes with Interleaver-Assisted BP Decoding di Yao, Xinyuanmeng, Ma, Xiao

Sommario: “... codes together with a belief-propagation (BP) decoding algorithm. Specifically, based on the normal...”
Testo

AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding di Nguyen, Nhan Duc Thanh, Phan, Huy, Geirnaert, Simon, Mikkelsen, Kaare, Kidmose, Preben

Sommario: “...-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 di Geeta Sharma, Sanjeev Jain

Sommario: “...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 di Metel, Michael R., Lu, Peng, Chen, Boxing, Rezagholizadeh, Mehdi, Kobyzev, Ivan

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