Risultati della ricerca - decoding (Algorithmssssics OR (algorithm OR (algorithm OR algorithm)))

An Efficient Implicit Neural Representation Image Codec Based on Mixed Autoregressive Model for Low-Complexity Decoding di Liu, Xiang, Chen, Jiahong, Chen, Bin, Liu, Zimo, An, Baoyi, Xia, Shu-Tao, Wang, Zhi

Sommario: “... limitations, making it challenging to apply many deep learning-based image compression algorithms...”
Testo

Decoding Visual Experience and Mapping Semantics through Whole-Brain Analysis Using fMRI Foundation Models di Wang, Yanchen, Turnbull, Adam, Xiang, Tiange, Xu, Yunlong, Zhou, Sa, Masoud, Adnan, Azizi, Shekoofeh, Lin, Feng Vankee, Adeli, Ehsan

Sommario: “...Neural decoding, the process of understanding how brain activity corresponds to different stimuli...”
Testo

Recursive Subproduct Codes with Reed-Muller-like Structure di Siddheshwar, Aditya, Natarajan, Lakshmi Prasad, Krishnan, Prasad

Sommario: “... belief propagation decoder and a local graph search algorithm, show instances of subproduct codes...”
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Deep Joint Source-Channel Coding for Efficient and Reliable Cross-Technology Communication di Yao, Shumin, Xu, Xiaodong, Chen, Hao, Sun, Yaping, Zhao, Qinglin

Sommario: “... existing CTC coding algorithms as domain knowledge to guide the encoder-decoder pair to learn...”
Testo

CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis di Kang, Gyeongjin, Lee, Younggeun, Oh, Seungjun, Park, Eunbyung

Sommario: “..., such as images and videos, we need to fulfill three key objectives: 1. fast encoding and decoding time, 2...”
Testo

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

RT-NeRF: Real-Time On-Device Neural Radiance Fields Towards Immersive AR/VR Rendering di Li, Chaojian, Li, Sixu, Zhao, Yang, Zhu, Wenbo, Lin, Yingyan Celine

Sommario: “... achievable throughput on AR/VR devices. To this end, we first profile SOTA efficient NeRF algorithms...”
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Coding for Gaussian Two-Way Channels: Linear and Learning-Based Approaches di Kim, Junghoon, Kim, Taejoon, Das, Anindya Bijoy, Hosseinalipour, Seyyedali, Love, David J., Brinton, Christopher G.

Sommario: “... reliability. We then propose an efficient algorithm for joint encoder/decoder design. For learning-based...”
Testo

Iterative Neural Rollback Chase-Pyndiah Decoding di Artemasov, Dmitry, Nesterenkov, Oleg, Andreev, Kirill, Rybin, Pavel, Frolov, Alexey

Sommario: “...Iterative decoding is essential in modern communication systems, especially optical communications...”
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Toward Uncertainty-Aware and Generalizable Neural Decoding for Quantum LDPC Codes di Mi, Xiangjun, Mueller, Frank

Sommario: “...Quantum error correction (QEC) is essential for scalable quantum computing, yet decoding errors via...”
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FairBatching: Fairness-Aware Batch Formation for LLM Inference di Lyu, Hongtao, Liu, Boyue, Wu, Mingyu, Chen, Haibo

Sommario: “... violations. Its fair and dynamic batch formation algorithm breaks away from the decode-prioritizing paradigm...”
Testo