Risultati della ricerca - (endedededeendecoding OR (Decoding OR coding)) (algorithmics OR (algorithm OR algorithm))

Generalized Restart Mechanism for Successive-Cancellation Flip Decoding of Polar Codes di Sagitov, Ilshat, Pillet, Charles, Balatsoukas-Stimming, Alexios, Giard, Pascal

Sommario: “...Polar codes are a class of linear error-correction codes that have received a lot of attention due...”
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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...”
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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...”
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Polar-Coded Tensor-Based Unsourced Random Access with Soft Decoding di Fang, Jiaqi, Liang, Yan, Sun, Gangle, Hou, Hongwei, Wang, Yafei, You, Li, Wang, Wenjin

Sommario: “... the incorporation of existing advanced coding techniques. In order to fully explore the potential of the TURA...”
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Iterative Decoding of Stabilizer Codes under Radiation-Induced Correlated Noise di Nayak, Anuj K., Baity, Paul G., Love, Peter J., Jeon, Nicholas, Yoon, Byung-Jun, Hoisie, Adolfy, Varshney, Lav R.

Sommario: “.... Starting from a variational expectation--maximization approach, we derive an iterative algorithm...”
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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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AI-Enabled Decoding of Qubit Loss for Quantum Error-Correcting Codes di Wang, Yuqing, Nie, Xiaotian, Dai, Jiale, Ni, Zhongyi, Zhang, Tao, Zhai, Hui, Chen, Linghui

Sommario: “... structure of the standard stabilizer formalism for quantum error-correcting codes. On the one hand...”
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Towards Scalable Quaternary Message-Passing Decoding for Quantum Error Correction di Zhang, Boqing, Pfister, Henry D., Yao, Hanwen, Niu, Siyuan

Sommario: “... Propagation, remain open challenges in quantum error correction. Even for surface codes, arguably the first...”
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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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Dynamic Delayed Tree Expansion For Improved Multi-Path Speculative Decoding di Thomas, Rahul, Kitanovski, Teo, Goldblum, Micah, Pal, Arka

Sommario: “... cheaper draft model to generate a draft tree of tokens, and then applies a verification algorithm...”
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Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training di Zoumpourlis, Georgios, Patras, Ioannis

Sommario: “.... Our algorithm outperforms all of the methods in both 5-fold cross-validation and leave-one-subject-out...”
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Decoding Human Preferences in Alignment: An Improved Approach to Inverse Constitutional AI di Henneking, Carl-Leander, Beger, Claas

Sommario: “.... Building on this, we refine the Inverse Constitutional AI (ICAI) algorithm, which extracts constitutions...”
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Physics-Aware Decoding for Communication Channels Governed by Partial Differential Equations di Wadayama, Tadashi, Igarashi, Koji, Takahashi, Takumi

Sommario: “... gradient descent-based error correcting algorithms with PDE-based channel modeling using differentiable PDE...”
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Token-Driven GammaTune: Adaptive Calibration for Enhanced Speculative Decoding di Gautam, Aayush, Shrestha, Susav, Reddy, Narasimha

Sommario: “... \textit{GammaTune} and \textit{GammaTune+}, training-free adaptive algorithms that dynamically adjust...”
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TPP-SD: Accelerating Transformer Point Process Sampling with Speculative Decoding di Gong, Shukai, Fu, Yiyang, Ran, Fengyuan, Kong, Quyu, Zhou, Feng

Sommario: “... the structural similarities between thinning algorithms for TPPs and speculative decoding for language models, we...”
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Cactus: Accelerating Auto-Regressive Decoding with Constrained Acceptance Speculative Sampling di Hao, Yongchang, Mou, Lili

Sommario: “... the verifier encodes critical information. In this work, we formalize the speculative sampling algorithm...”
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Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies di Timor, Nadav, Mamou, Jonathan, Korat, Daniel, Berchansky, Moshe, Jain, Gaurav, Pereg, Oren, Wasserblat, Moshe, Harel, David

Sommario: “..., programming, and long-context tasks, our algorithms demonstrate significant speedups of up to 2.8x over...”
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WIND: Accelerated RNN-T Decoding with Windowed Inference for Non-blank Detection di Xu, Hainan, Bataev, Vladimir, Grigoryan, Lilit, Ginsburg, Boris

Sommario: “... sequential approach while maintaining identical Word Error Rate (WER) performance. Our beam-search algorithm...”
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LightBeam: An Accurate and Memory-Efficient CTC Decoder for Speech Neuroprostheses di Feghhi, Ebrahim, Hu, Junlin, Hadidi, Nima, Kao, Jonathan C.

Sommario: “... and '25, released intracranial recordings from patients with dysarthria along with a baseline algorithm...”
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