Risultati della ricerca - decoding ((algorithmics OR Algorithmsssssics) OR (algorithm OR (algorithm OR algorithm)))

UIO-LLMs: Unbiased Incremental Optimization for Long-Context LLMs di Li, Wenhao, Lin, Mingbao, Zhong, Yunshan, Yan, Shuicheng, Ji, Rongrong

Sommario: “...-decoder framework where the weights-shared encoder and decoder respectively encapsulate a context segment...”
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ByCAN: Reverse Engineering Controller Area Network (CAN) Messages from Bit to Byte Level di Lin, Xiaojie, Ma, Baihe, Wang, Xu, Yu, Guangsheng, He, Ying, Liu, Ren Ping, Ni, Wei

Sommario: “... the clustering and template matching algorithms to automatically decode the specifications of CAN frames without...”
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A Simple Image Segmentation Framework via In-Context Examples di Liu, Yang, Jing, Chenchen, Li, Hengtao, Zhu, Muzhi, Chen, Hao, Wang, Xinlong, Shen, Chunhua

Sommario: “... Segmentation framework utilizing in-context examples. Our approach leverages a Transformer encoder-decoder...”
Testo

RoboSignature: Robust Signature and Watermarking on Network Attacks di Shaan, Aryaman, Banga, Garvit, Mantri, Raghav

Sommario: “... or identification. The Stable Signature finetunes the decoder of Latent Diffusion Models such that a unique...”
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YUNet: Improved YOLOv11 Network for Skyline Detection di Yang, Gang, Wang, Miao, Zhou, Quan, Li, Jiangchuan

Sommario: “... proposed the YUNet algorithm, which improved the YOLOv11 architecture to segment the sky region and extract...”
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Fault-tolerant logical state construction based on cavity-QED network di Asaoka, Rui, Suzuki, Yasunari, Tokunaga, Yuuki

Sommario: “... parameters is demanding given the current performance of experimental systems, we show that an error-decoding...”
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Two Birds with One Stone: Enhancing Uncertainty Quantification and Interpretability with Graph Functional Neural Process di Kong, Lingkai, Sun, Haotian, Zhuang, Yuchen, Wang, Haorui, Mu, Wenhao, Zhang, Chao

Sommario: “... generator serves to decode the graph structure of the rationales from the embedding space for model...”
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CoPAD : Multi-source Trajectory Fusion and Cooperative Trajectory Prediction with Anchor-oriented Decoder in V2X Scenarios di Wu, Kangyu, Qiao, Jiaqi, Zhang, Ya

Sommario: “... on the Hungarian algorithm and Kalman filtering, along with the Past Time Attention (PTA) module, mode attention...”
Testo

OWL: Overcoming Window Length-Dependence in Speculative Decoding for Long-Context Inputs di Lee, Jaeseong, hwang, seung-won, Qiao, Aurick, Oliaro, Gabriele, Wang, Ye, Rajbhandari, Samyam

Sommario: “... hybrid algorithm combining both tree and non-tree decoding methods. We release all code and datasets...”
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SJD++: Improved Speculative Jacobi Decoding for Training-free Acceleration of Discrete Auto-regressive Text-to-Image Generation di Teng, Yao, Jiang, Zhihuan, Shi, Han, Liu, Xian, Ning, Xuefei, Dai, Guohao, Wang, Yu, Li, Zhenguo, Liu, Xihui

Sommario: “... Speculative Jacobi Decoding++ (SJD++), a training-free probabilistic parallel decoding algorithm. Unlike...”
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Neural Digital Twins: Toward Next-Generation Brain-Computer Interfaces di Bina, Mohammad Mahdi Habibi, Baghernezhad, Sepideh, Daliri, Mohammad Reza, Moradi, Mohammad Hassan

Sommario: “... commands, and adaptive tuning of decoding algorithms. The design of NDT draws inspiration from...”
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Learning to Decode in Parallel: Self-Coordinating Neural Network for Real-Time Quantum Error Correction di Zhang, Kai, Yi, Zhengzhong, Guo, Shaojun, Kong, Linghang, Wang, Situ, Zhan, Xiaoyu, He, Tan, Lin, Weiping, Jiang, Tao, Gao, Dongxin, Zhang, Yiming, Liu, Fangming, Zhang, Fang, Ji, Zhengfeng, Chen, Fusheng, Chen, Jianxin

Sommario: “... than traditional human-designed decoding algorithms. However, existing implementations of neural...”
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Layered Normalized Min-Sum Decoding with Bit Flipping for FDPC Codes di Hosseinzadeh, Niloufar, Moradi, Mohsen, Mahdavifar, Hessam

Sommario: “...-rate regimes. In this paper, we introduce a layered normalized min-sum (LNMS) message-passing decoding...”
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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...”
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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...”
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Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers di Yona, Gal, Aharoni, Roee, Geva, Mor

Sommario: “... of the EntityQuestions dataset. We evaluate a range of decoding methods on GRANOLA-EQ, including a new algorithm, called...”
Testo

OAT: Object-Level Attention Transformer for Gaze Scanpath Prediction di Fang, Yini, Yu, Jingling, Zhang, Haozheng, van der Lans, Ralf, Shi, Bertram

Sommario: “... target object within a cluttered scene of distractors. OAT uses an encoder-decoder architecture...”
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Investigations on Algorithm Selection for Interval-Based Coding Methods di Strutz, Tilo, Schreiber, Nico

Sommario: “... the correct symbol in the decoder, each of these methods requires the comparison of a state variable...”
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Optimizing Medical Image Segmentation with Advanced Decoder Design di Yang, Weibin, Dong, Zhiqi, Xu, Mingyuan, Xu, Longwei, Geng, Dehua, Li, Yusong, Wang, Pengwei

Sommario: “... on the encoder, overlooking the crucial role of the decoder in optimizing segmentation details. This design...”
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END$^2$: Robust Dual-Decoder Watermarking Framework Against Non-Differentiable Distortions di Sun, Nan, Fang, Han, Lu, Yuxing, Zhao, Chengxin, Ling, Hefei

Sommario: “... into training, we propose a novel dual-decoder architecture (END$^2$). Unlike conventional END architecture, our...”
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