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

ParkingE2E: Camera-based End-to-end Parking Network, from Images to Planning by Li, Changze, Ji, Ziheng, Chen, Zhe, Qin, Tong, Yang, Ming

Table of Contents: “… algorithms are usually implemented using rule-based schemes. However, these methods are less effective…”
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Context-Enhanced Contrastive Search for Improved LLM Text Generation by Sen, Jaydip, Pandey, Rohit, Waghela, Hetvi

Table of Contents: “…, and relevance remains challenging. Traditional decoding methods, such as bean search and top-k sampling, often…”
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Accurate de novo sequencing of the modified proteome with OmniNovo by Chen, Yuhan, Qu, Shang, Gao, Zhiqiang, Yang, Yuejin, Zhang, Xiang, Xu, Sheng, Mao, Xinjie, Qian, Liujia, Wei, Jiaqi, Qiu, Zijie, You, Chenyu, Bai, Lei, Ding, Ning, Guo, Tiannan, Zhou, Bowen, Sun, Siqi

Table of Contents: “… decoding algorithm with rigorous false discovery rate estimation, OmniNovo achieves state-of-the-art…”
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RIS-Enhanced Information-Decoupled Symbiotic Radio Over Broadcasting Signals by Cai, Shu, Liu, Ya-Feng, Zhan, Jun, Zhang, Qi

Table of Contents: “… conventional SR, the BRx performs energy detection and never decodes the primary signal, thereby removing…”
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Pool-based Active Learning as Noisy Lossy Compression: Characterizing Label Complexity via Finite Blocklength Analysis by Sugiyama, Kosuke, Uchida, Masato

Table of Contents: “… to noisy symbol observations, data selection to compression, and learning to decoding. This correspondence…”
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Non-binary LDPC codes for Data Storage by Bocharova, Irina, Kudryashov, Boris, Hollmann, Henk D. L., Skachek, Vitaly

Table of Contents: “… of regular non-binary LDPC codes under maximum-likelihood decoding. An algorithm for finding the ultimate…”
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Collab: Controlled Decoding using Mixture of Agents for LLM Alignment by Chakraborty, Souradip, Bhatt, Sujay, Sehwag, Udari Madhushani, Ghosal, Soumya Suvra, Qiu, Jiahao, Wang, Mengdi, Manocha, Dinesh, Huang, Furong, Koppel, Alec, Ganesh, Sumitra

Table of Contents: “… and alignment among LLMs during decoding. Theoretical analysis of our proposed algorithm establishes optimal…”
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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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