Risultati della ricerca - decoding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR Algorithmssics))

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

Sommario: “... hallucinations by decoding specific weighted layer penalties and redistribution, offering an economical...”
Testo

Continuous Speculative Decoding for Autoregressive Image Generation di Wang, Zili, Zhang, Robert, Ding, Kun, Yang, Qi, Li, Fei, Xiang, Shiming

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

Sommario: “...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 di Chen, Fahao, Li, Peng, Luan, Tom H., Su, Zhou, Deng, Jing

Sommario: “...Speculative decoding has been shown as an effective way to accelerate Large Language Model (LLM...”
Testo

CLaSp: In-Context Layer Skip for Self-Speculative Decoding di Chen, Longze, Shan, Renke, Wang, Huiming, Wang, Lu, Liu, Ziqiang, Luo, Run, Wang, Jiawei, Alinejad-Rokny, Hamid, Yang, Min

Sommario: “...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 di Vallero, Marzio, Casagranda, Gioele, Vella, Flavio, Rech, Paolo

Sommario: “... propose the first algorithm to effectively exploit syndrome information for the efficient detection...”
Testo

Federated Learning in Offline and Online EMG Decoding: A Privacy and Performance Perspective di Malcolm, Kai, Uribe, César, Yamagami, Momona

Sommario: “... neural decoding using high-dimensional electromyography (EMG) across both offline simulations and a real...”
Testo

Efficient Decoding Methods for Language Models on Encrypted Data di Avitan, Matan, Baruch, Moran, Drucker, Nir, Zimerman, Itamar, Goldberg, Yoav

Sommario: “... for secure inference. However, neural text generation requires decoding methods like argmax and sampling...”
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SpecAttn: Speculating Sparse Attention di Shah, Harsh

Sommario: “... 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 di Ravishankar, Srinivas, de Sa, Virginia

Sommario: “... machine learning algorithm for decoding unseen characters. Our model achieves 64% hits@3 retrieval...”
Testo

Telecommand Rejection Probability for CCSDS-compliant LDPC-Coded Transmissions with Tail Sequence di Giuliani, Rebecca, Battaglioni, Massimo, Baldi, Marco, Chiaraluce, Franco, Maturo, Nicola

Sommario: “... parameters (e.g., length of the CLTU, decoding algorithm, maximum number of decoding iterations). ...”
Testo

Efficient Low-Memory Fast Stack Decoding with Variance Polarization for PAC Codes di Moradi, Mohsen, Mahdavifar, Hessam

Sommario: “.... 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 di Qiu, Houming, Zhu, Kun, Niyato, Dusit, Luong, Nguyen Cong, Yi, Changyan, Dai, Chen

Sommario: “... effects, existing CDC schemes exhibit two critical limitations: (i) They cannot successfully decode...”
Testo

VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification di Zhuang, Xianwei, Zhu, Zhihong, Xie, Yuxin, Liang, Liming, Zou, Yuexian

Sommario: “... 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 di de Silva, Rajitha, Cielniak, Grzegorz, Gao, Junfeng

Sommario: “... 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 di Turinici, Gabriel

Sommario: “...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 di Ramasubbu, Geetha, Kaup, André, Herglotz, Christian

Sommario: “... the energy of the encoding and decoding system. However, such measurements are costly and complex...”
Testo

A Bit Stream Feature-Based Energy Estimator for HEVC Software Encoding di Ramasubbu, Geetha, Kaup, André, Herglotz, Christian

Sommario: “... setup that measures the energy of the encoding and decoding system. However, such measurements...”
Testo

Image-to-Image Translation with Disentangled Latent Vectors for Face Editing di Dalva, Yusuf, Pehlivan, Hamza, Moran, Cansu, Hatipoğlu, Öykü Irmak, Dündar, Ayşegül

Sommario: “... 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 di Kim, Jon-Lark

Sommario: “..., and fuzzy Reed-Muller codes. We also give a general decoding algorithm for fuzzy linear codes. ...”
Testo