Suchergebnisse - (endedededededecoding OR (endededecoding OR (coding OR Decoding))) (algorithm OR algorithmics)

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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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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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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Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training von Zoumpourlis, Georgios, Patras, Ioannis

Inhaltsangabe: “… . Our algorithm outperforms all of the methods in both 5-fold cross-validation and leave-one-subject-out …”
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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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Dynamic Delayed Tree Expansion For Improved Multi-Path Speculative Decoding von Thomas, Rahul, Kitanovski, Teo, Goldblum, Micah, Pal, Arka

Inhaltsangabe: “… cheaper draft model to generate a draft tree of tokens, and then applies a verification algorithm …”
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Decoding Human Preferences in Alignment: An Improved Approach to Inverse Constitutional AI von Henneking, Carl-Leander, Beger, Claas

Inhaltsangabe: “… . 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 von Wadayama, Tadashi, Igarashi, Koji, Takahashi, Takumi

Inhaltsangabe: “… 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 von Gautam, Aayush, Shrestha, Susav, Reddy, Narasimha

Inhaltsangabe: “… \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 von Gong, Shukai, Fu, Yiyang, Ran, Fengyuan, Kong, Quyu, Zhou, Feng

Inhaltsangabe: “… 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 von Hao, Yongchang, Mou, Lili

Inhaltsangabe: “… 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 von Timor, Nadav, Mamou, Jonathan, Korat, Daniel, Berchansky, Moshe, Jain, Gaurav, Pereg, Oren, Wasserblat, Moshe, Harel, David

Inhaltsangabe: “… , 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 von Xu, Hainan, Bataev, Vladimir, Grigoryan, Lilit, Ginsburg, Boris

Inhaltsangabe: “… 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 von Feghhi, Ebrahim, Hu, Junlin, Hadidi, Nima, Kao, Jonathan C.

Inhaltsangabe: “… and '25, released intracranial recordings from patients with dysarthria along with a baseline algorithm …”
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Decoding Machine Translationese in English-Chinese News: LLMs vs. NMTs von Kong, Delu, Macken, Lieve

Inhaltsangabe: “… . Then, a chi-square ranking algorithm is applied for feature selection in both classification …”
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