Search Results - decoding (algorithmics OR (algorithm OR (algorithm OR algorithm)))

DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer by Wei, Jinfeng, Zhang, Xiaofeng

Table of Contents: “… hallucinations by decoding specific weighted layer penalties and redistribution, offering an economical…”
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Continuous Speculative Decoding for Autoregressive Image Generation by Wang, Zili, Zhang, Robert, Ding, Kun, Yang, Qi, Li, Fei, Xiang, Shiming

Table of Contents: “… Language Models (LLMs), speculative decoding has effectively accelerated discrete autoregressive inference…”
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PLD+: Accelerating LLM inference by leveraging Language Model Artifacts by Somasundaram, Shwetha, Phukan, Anirudh, Saxena, Apoorv

Table of Contents: “…To reduce the latency associated with autoretrogressive LLM inference, speculative decoding has…”
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SPIN: Accelerating Large Language Model Inference with Heterogeneous Speculative Models by Chen, Fahao, Li, Peng, Luan, Tom H., Su, Zhou, Deng, Jing

Table of Contents: “…Speculative decoding has been shown as an effective way to accelerate Large Language Model (LLM…”
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CLaSp: In-Context Layer Skip for Self-Speculative Decoding by Chen, Longze, Shan, Renke, Wang, Huiming, Wang, Lu, Liu, Ziqiang, Luo, Run, Wang, Jiawei, Alinejad-Rokny, Hamid, Yang, Min

Table of Contents: “…Speculative decoding (SD) is a promising method for accelerating the decoding process of Large…”
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Radiation-Induced Fault Detection in Superconducting Quantum Devices by Vallero, Marzio, Casagranda, Gioele, Vella, Flavio, Rech, Paolo

Table of Contents: “… propose the first algorithm to effectively exploit syndrome information for the efficient detection…”
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Federated Learning in Offline and Online EMG Decoding: A Privacy and Performance Perspective by Malcolm, Kai, Uribe, César, Yamagami, Momona

Table of Contents: “… neural decoding using high-dimensional electromyography (EMG) across both offline simulations and a real…”
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Efficient Decoding Methods for Language Models on Encrypted Data by Avitan, Matan, Baruch, Moran, Drucker, Nir, Zimerman, Itamar, Goldberg, Yoav

Table of Contents: “… for secure inference. However, neural text generation requires decoding methods like argmax and sampling…”
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SpecAttn: Speculating Sparse Attention by Shah, Harsh

Table of Contents: “… SpecAttn, a novel training-free approach that seamlessly integrates with existing speculative decoding…”
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Conserved Kinematic Representations enable Zero-Shot Decoding in Handwriting BCIs by Ravishankar, Srinivas, de Sa, Virginia

Table of Contents: “… machine learning algorithm for decoding unseen characters. Our model achieves 64% hits@3 retrieval…”
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Telecommand Rejection Probability for CCSDS-compliant LDPC-Coded Transmissions with Tail Sequence by Giuliani, Rebecca, Battaglioni, Massimo, Baldi, Marco, Chiaraluce, Franco, Maturo, Nicola

Table of Contents: “… parameters (e.g., length of the CLTU, decoding algorithm, maximum number of decoding iterations). …”
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Efficient Low-Memory Fast Stack Decoding with Variance Polarization for PAC Codes by Moradi, Mohsen, Mahdavifar, Hessam

Table of Contents: “…. In this paper, we propose an enhanced stack decoding algorithm for PAC codes that significantly improves…”
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Barycentric Coded Distributed Computing with Flexible Recovery Threshold for Collaborative Mobile Edge Computing by Qiu, Houming, Zhu, Kun, Niyato, Dusit, Luong, Nguyen Cong, Yi, Changyan, Dai, Chen

Table of Contents: “… effects, existing CDC schemes exhibit two critical limitations: (i) They cannot successfully decode…”
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VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification by Zhuang, Xianwei, Zhu, Zhihong, Xie, Yuxin, Liang, Liming, Zou, Yuexian

Table of Contents: “… propose an efficient plug-and-play decoding algorithm via Visual-Aware Sparsification (VASparse) from…”
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Towards agricultural autonomy: crop row detection under varying field conditions using deep learning by de Silva, Rajitha, Cielniak, Grzegorz, Gao, Junfeng

Table of Contents: “… convolutional encoder decoder network is implemented to predict crop row masks using RGB input images…”
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Diversity in deep generative models and generative AI by Turinici, Gabriel

Table of Contents: “…The decoder-based machine learning generative algorithms such as Generative Adversarial Networks…”
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Modeling the HEVC Encoding Energy Using the Encoder Processing Time by Ramasubbu, Geetha, Kaup, André, Herglotz, Christian

Table of Contents: “… the energy of the encoding and decoding system. However, such measurements are costly and complex…”
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A Bit Stream Feature-Based Energy Estimator for HEVC Software Encoding by Ramasubbu, Geetha, Kaup, André, Herglotz, Christian

Table of Contents: “… setup that measures the energy of the encoding and decoding system. However, such measurements…”
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Image-to-Image Translation with Disentangled Latent Vectors for Face Editing by Dalva, Yusuf, Pehlivan, Hamza, Moran, Cansu, Hatipoğlu, Öykü Irmak, Dündar, Ayşegül

Table of Contents: “… an encoder-decoder architecture with attention-based skip connections. We extensively compare with previous…”
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Fuzzy linear codes based on nested linear codes by Kim, Jon-Lark

Table of Contents: “…, and fuzzy Reed-Muller codes. We also give a general decoding algorithm for fuzzy linear codes. …”
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