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

Learning Continuous Face Representation with Explicit Functions by Zhang, Liping, Li, Weijun, Sun, Linjun, Yu, Lina, Ning, Xin, Dong, Xiaoli, Xu, Jian, Qin, Hong

Table of Contents: “… parameters of EmFace, a novel neural network, EmNet, is designed with an encoder-decoder structure…”
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Interpretable statistical representations of neural population dynamics and geometry by Gosztolai, Adam, Peach, Robert L., Arnaudon, Alexis, Barahona, Mauricio, Vandergheynst, Pierre

Table of Contents: “… powerful inductive bias to develop powerful decoding algorithms and assimilate data across experiments. …”
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Predicting Accurate Lagrangian Multipliers for Mixed Integer Linear Programs by Demelas, Francesco, Roux, Joseph Le, Lacroix, Mathieu, Parmentier, Axel

Table of Contents: “… giving the best such bound. But these methods generally rely on iterative algorithms resembling gradient…”
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SequencePAR: Understanding Pedestrian Attributes via A Sequence Generation Paradigm by Jin, Jiandong, Wang, Xiao, Lin, Yin, Li, Chenglong, Huang, Lili, Zheng, Aihua, Tang, Jin

Table of Contents: “…Current pedestrian attribute recognition (PAR) algorithms use multi-label or multi-task learning…”
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Non-Random Data Encodes its Geometric and Topological Dimensions by Zenil, Hector, Abrahão, Felipe S., Ozelim, Luan C. S. M.

Table of Contents: “… signal is proven to be agnostic vis-à-vis the encoding-decoding scheme, computation model, programming…”
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UIO-LLMs: Unbiased Incremental Optimization for Long-Context LLMs by Li, Wenhao, Lin, Mingbao, Zhong, Yunshan, Yan, Shuicheng, Ji, Rongrong

Table of Contents: “…-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 by Lin, Xiaojie, Ma, Baihe, Wang, Xu, Yu, Guangsheng, He, Ying, Liu, Ren Ping, Ni, Wei

Table of Contents: “… 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 by Liu, Yang, Jing, Chenchen, Li, Hengtao, Zhu, Muzhi, Chen, Hao, Wang, Xinlong, Shen, Chunhua

Table of Contents: “… Segmentation framework utilizing in-context examples. Our approach leverages a Transformer encoder-decoder…”
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RoboSignature: Robust Signature and Watermarking on Network Attacks by Shaan, Aryaman, Banga, Garvit, Mantri, Raghav

Table of Contents: “… 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 by Yang, Gang, Wang, Miao, Zhou, Quan, Li, Jiangchuan

Table of Contents: “… 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 by Asaoka, Rui, Suzuki, Yasunari, Tokunaga, Yuuki

Table of Contents: “… 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 by Kong, Lingkai, Sun, Haotian, Zhuang, Yuchen, Wang, Haorui, Mu, Wenhao, Zhang, Chao

Table of Contents: “… 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 by Wu, Kangyu, Qiao, Jiaqi, Zhang, Ya

Table of Contents: “… on the Hungarian algorithm and Kalman filtering, along with the Past Time Attention (PTA) module, mode attention…”
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OWL: Overcoming Window Length-Dependence in Speculative Decoding for Long-Context Inputs by Lee, Jaeseong, hwang, seung-won, Qiao, Aurick, Oliaro, Gabriele, Wang, Ye, Rajbhandari, Samyam

Table of Contents: “… 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 by Teng, Yao, Jiang, Zhihuan, Shi, Han, Liu, Xian, Ning, Xuefei, Dai, Guohao, Wang, Yu, Li, Zhenguo, Liu, Xihui

Table of Contents: “… 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 by Bina, Mohammad Mahdi Habibi, Baghernezhad, Sepideh, Daliri, Mohammad Reza, Moradi, Mohammad Hassan

Table of Contents: “… commands, and adaptive tuning of decoding algorithms. The design of NDT draws inspiration from…”
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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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Exploring EEG and Eye Movement Fusion for Multi-Class Target RSVP-BCI by Li, Xujin, Wei, Wei, Zhao, Kun, Mao, Jiayu, Lu, Yizhuo, Qiu, Shuang, He, Huiguang

Table of Contents: “… category. However, existing multi-class RSVP decoding algorithms predominantly rely on single-modality EEG…”
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Towards agricultural autonomy: crop row detection under varying field conditions using deep learning by de Silva, Rajitha, Cielniak, Grzegorz, Gao, Junfeng

Table of Contents: “… convolutional encoder decoder network is implemented to predict crop row masks using RGB input images…”
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Diversity in deep generative models and generative AI by Turinici, Gabriel

Table of Contents: “…The decoder-based machine learning generative algorithms such as Generative Adversarial Networks…”
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