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

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

Inhaltsangabe: “… 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 von Sen, Jaydip, Pandey, Rohit, Waghela, Hetvi

Inhaltsangabe: “… , 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 von 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

Inhaltsangabe: “… 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 von Cai, Shu, Liu, Ya-Feng, Zhan, Jun, Zhang, Qi

Inhaltsangabe: “… 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 von Sugiyama, Kosuke, Uchida, Masato

Inhaltsangabe: “… 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 von Bocharova, Irina, Kudryashov, Boris, Hollmann, Henk D. L., Skachek, Vitaly

Inhaltsangabe: “… 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 von Chakraborty, Souradip, Bhatt, Sujay, Sehwag, Udari Madhushani, Ghosal, Soumya Suvra, Qiu, Jiahao, Wang, Mengdi, Manocha, Dinesh, Huang, Furong, Koppel, Alec, Ganesh, Sumitra

Inhaltsangabe: “… 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 von Siddheshwar, Aditya, Natarajan, Lakshmi Prasad, Krishnan, Prasad

Inhaltsangabe: “… 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 von Yao, Shumin, Xu, Xiaodong, Chen, Hao, Sun, Yaping, Zhao, Qinglin

Inhaltsangabe: “… 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 von Kang, Gyeongjin, Lee, Younggeun, Oh, Seungjun, Park, Eunbyung

Inhaltsangabe: “… , 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 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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