Suchergebnisse - decoding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR Algorithmssssics))

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

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

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

Inhaltsangabe: “… 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 von Chen, Fahao, Li, Peng, Luan, Tom H., Su, Zhou, Deng, Jing

Inhaltsangabe: “… 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 von Chen, Longze, Shan, Renke, Wang, Huiming, Wang, Lu, Liu, Ziqiang, Luo, Run, Wang, Jiawei, Alinejad-Rokny, Hamid, Yang, Min

Inhaltsangabe: “… 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 von Vallero, Marzio, Casagranda, Gioele, Vella, Flavio, Rech, Paolo

Inhaltsangabe: “… 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 von Malcolm, Kai, Uribe, César, Yamagami, Momona

Inhaltsangabe: “… 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 von Avitan, Matan, Baruch, Moran, Drucker, Nir, Zimerman, Itamar, Goldberg, Yoav

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

Inhaltsangabe: “… 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 von Ravishankar, Srinivas, de Sa, Virginia

Inhaltsangabe: “… 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 von Giuliani, Rebecca, Battaglioni, Massimo, Baldi, Marco, Chiaraluce, Franco, Maturo, Nicola

Inhaltsangabe: “… 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 von Moradi, Mohsen, Mahdavifar, Hessam

Inhaltsangabe: “… . 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 von Qiu, Houming, Zhu, Kun, Niyato, Dusit, Luong, Nguyen Cong, Yi, Changyan, Dai, Chen

Inhaltsangabe: “… 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 von Zhuang, Xianwei, Zhu, Zhihong, Xie, Yuxin, Liang, Liming, Zou, Yuexian

Inhaltsangabe: “… 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 von de Silva, Rajitha, Cielniak, Grzegorz, Gao, Junfeng

Inhaltsangabe: “… 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 von Turinici, Gabriel

Inhaltsangabe: “… 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 von Ramasubbu, Geetha, Kaup, André, Herglotz, Christian

Inhaltsangabe: “… 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 von Ramasubbu, Geetha, Kaup, André, Herglotz, Christian

Inhaltsangabe: “… 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 von Dalva, Yusuf, Pehlivan, Hamza, Moran, Cansu, Hatipoğlu, Öykü Irmak, Dündar, Ayşegül

Inhaltsangabe: “… 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 von Kim, Jon-Lark

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