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

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

Table of Contents: “… limitations, making it challenging to apply many deep learning-based image compression algorithms…”
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Decoding Visual Experience and Mapping Semantics through Whole-Brain Analysis Using fMRI Foundation Models by Wang, Yanchen, Turnbull, Adam, Xiang, Tiange, Xu, Yunlong, Zhou, Sa, Masoud, Adnan, Azizi, Shekoofeh, Lin, Feng Vankee, Adeli, Ehsan

Table of Contents: “…Neural decoding, the process of understanding how brain activity corresponds to different stimuli…”
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Recursive Subproduct Codes with Reed-Muller-like Structure by Siddheshwar, Aditya, Natarajan, Lakshmi Prasad, Krishnan, Prasad

Table of Contents: “… 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 by Yao, Shumin, Xu, Xiaodong, Chen, Hao, Sun, Yaping, Zhao, Qinglin

Table of Contents: “… existing CTC coding algorithms as domain knowledge to guide the encoder-decoder pair to learn…”
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CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis by Kang, Gyeongjin, Lee, Younggeun, Oh, Seungjun, Park, Eunbyung

Table of Contents: “…, such as images and videos, we need to fulfill three key objectives: 1. fast encoding and decoding time, 2…”
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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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RT-NeRF: Real-Time On-Device Neural Radiance Fields Towards Immersive AR/VR Rendering by Li, Chaojian, Li, Sixu, Zhao, Yang, Zhu, Wenbo, Lin, Yingyan Celine

Table of Contents: “… 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 by Kim, Junghoon, Kim, Taejoon, Das, Anindya Bijoy, Hosseinalipour, Seyyedali, Love, David J., Brinton, Christopher G.

Table of Contents: “… reliability. We then propose an efficient algorithm for joint encoder/decoder design. For learning-based…”
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Iterative Neural Rollback Chase-Pyndiah Decoding by Artemasov, Dmitry, Nesterenkov, Oleg, Andreev, Kirill, Rybin, Pavel, Frolov, Alexey

Table of Contents: “…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 by Mi, Xiangjun, Mueller, Frank

Table of Contents: “…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 by Lyu, Hongtao, Liu, Boyue, Wu, Mingyu, Chen, Haibo

Table of Contents: “… violations. Its fair and dynamic batch formation algorithm breaks away from the decode-prioritizing paradigm…”
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