Search Results - decoding algorithm

SparkUI-Parser: Enhancing GUI Perception with Robust Grounding and Parsing by Jing, Hongyi, Chen, Jiafu, Rao, Chen, Dang, Ziqiang, Teng, Jiajie, Chu, Tianyi, Mo, Juncheng, Fang, Shuo, Lin, Huaizhong, Lv, Rui, Ma, Chenguang, Zhao, Lei

Table of Contents: “… Large Language Model (MLLM) with an additional token router and coordinate decoder. This effectively…”
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BrainPuzzle: Hybrid Physics and Data-Driven Reconstruction for Transcranial Ultrasound Tomography by Chen, Shengyu, Feng, Shihang, Luo, Yi, Jia, Xiaowei, Lin, Youzuo

Table of Contents: “… super-resolution encoder-decoder with a graph-based attention unit (GAU) fuses these fragments into a…”
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Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation by So, Junhyuk, Kook, Hyunho, Jang, Chaeyeon, Park, Eunhyeok

Table of Contents: “… to the existing algorithm with almost zero overhead, yet achieves substantial performance gains, delivering up…”
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Kimi Linear: An Expressive, Efficient Attention Architecture by Kimi Team, Zhang, Yu, Lin, Zongyu, Yao, Xingcheng, Hu, Jiaxi, Meng, Fanqing, Liu, Chengyin, Men, Xin, Yang, Songlin, Li, Zhiyuan, Li, Wentao, Lu, Enzhe, Liu, Weizhou, Chen, Yanru, Xu, Weixin, Yu, Longhui, Wang, Yejie, Fan, Yu, Zhong, Longguang, Yuan, Enming, Zhang, Dehao, Zhang, Yizhi, Liu, T. Y., Wang, Haiming, Fang, Shengjun, He, Weiran, Liu, Shaowei, Li, Yiwei, Su, Jianlin, Qiu, Jiezhong, Pang, Bo, Yan, Junjie, Jiang, Zhejun, Huang, Weixiao, Yin, Bohong, You, Jiacheng, Wei, Chu, Wang, Zhengtao, Hong, Chao, Chen, Yutian, Chen, Guanduo, Wang, Yucheng, Zheng, Huabin, Wang, Feng, Liu, Yibo, Dong, Mengnan, Zhang, Zheng, Pan, Siyuan, Wu, Wenhao, Wu, Yuhao, Guan, Longyu, Tao, Jiawen, Fu, Guohong, Xu, Xinran, Wang, Yuzhi, Lai, Guokun, Wu, Yuxin, Zhou, Xinyu, Yang, Zhilin, Du, Yulun

Table of Contents: “…, enabling more effective use of limited finite-state RNN memory. Our bespoke chunkwise algorithm achieves…”
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SecDiff: Diffusion-Aided Secure Deep Joint Source-Channel Coding Against Adversarial Attacks by Zhao, Changyuan, Wang, Jiacheng, Zhang, Ruichen, Niyato, Dusit, Du, Hongyang, Xiong, Zehui, Kim, Dong In, Zhang, Ping

Table of Contents: “…, diffusion-aided decoding framework that significantly enhances the security and robustness of deep JSCC…”
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Self-supervised and Multi-fidelity Learning for Extended Predictive Soil Spectroscopy by Sun, Luning, Safanelli, José L., Sanderman, Jonathan, Georgiou, Katerina, Brungard, Colby, Grover, Kanchan, Hopkins, Bryan G., Liu, Shusen, Bremer, Timo

Table of Contents: “… was pretrained with the large MIR spectral library and the Variational Autoencoder algorithm to obtain a…”
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Data-Efficient and Robust Trajectory Generation through Pathlet Dictionary Learning by Tang, Yuanbo, Tang, Yan, Zhang, Zixuan, Zhao, Zihui, Li, Yang

Table of Contents: “… algorithms on noisy real-world data and their trustworthiness in downstream tasks. To address this issue, we…”
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Unsupervised learning of multiscale switching dynamical system models from multimodal neural data by Kim, DongKyu, Hsieh, Han-Lin, Shanechi, Maryam M.

Table of Contents: “…. To address these challenges, we develop a novel unsupervised learning algorithm that learns the parameters…”
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Cryptanalysis of Pseudorandom Error-Correcting Codes by Wang, Tianrui, Wang, Anyu, Cong, Tianshuo, Ran, Delong, Liu, Jinyuan, Wang, Xiaoyun

Table of Contents: “… PRC-based codewords from plain vectors, and one attack aims to compromise the decoding process of PRC…”
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Deep Recurrent Hidden Markov Learning Framework for Multi-Stage Advanced Persistent Threat Prediction by Tijjani, Saleem Ishaq, Ghita, Bogdan, Clarke, Nathan, Craven, Matthew

Table of Contents: “… Viterbi algorithm is introduced to handle incomplete observations, ensuring robust decoding under…”
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Superlinear Multi-Step Attention by Huang, Yufeng

Table of Contents: “…}})$. To illustrate the architecture, we present a baseline $N=2$ implementation, which is algorithmically analogous…”
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EqDeepRx: Learning a Scalable MIMO Receiver by Honkala, Mikko, Korpi, Dani, Raninen, Elias, Huttunen, Janne M. J.

Table of Contents: “…While machine learning (ML)-based receiver algorithms have received a great deal of attention…”
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Agentar-Fin-OCR by Qian, Siyi, Bai, Xiongfei, Fu, Bingtao, Lu, Yichen, Zhang, Gaoyang, Yang, Xudong, Zhang, Peng

Table of Contents: “… (1) a Cross-page Contents Consolidation algorithm to restore continuity across pages and a Document…”
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A SAT-based Filtering Framework for Exact Coverings of K33 by Cliques of Order 3, 4 or 5 by Kovař, Petr, Zhang, Yifan

Table of Contents: “… approach is algorithmic and relies on a layered exact-search pipeline rather than a single monolithic…”
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Posterior Matching over Binary-Input Memoryless Symmetric Channels: Non-Asymptotic Bounds and Low-Complexity Encoding by Yavas, Recep Can

Table of Contents: “… such as the binary-input AWGN channel. We derive a novel non-asymptotic achievability bound on the expected decoding…”
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Robust Rate-Splitting Design for Mixed Dual-Polarized Integrated Satellite-Terrestrial Networks Under Polarization Mismatch by Seong, Jaehyup, Lee, Juhwan, Lee, Jungwoo, Kwon, Sean, Shin, Wonjae

Table of Contents: “… access (RSMA), which enables flexible non-orthogonal transmission through partial interference decoding…”
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Joint Trajectory and Resource Optimization for Dual-aerial ARIS-assisted NOMA-TNT Networks by Saiprudhvi, Vangara, Singh, Keshav, Subramaniyam, Hariharan, Li, Chih-Peng

Table of Contents: “… are multiplexed via power-domain NOMA with a predefined SIC decoding order. We formulate an average sum-rate…”
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ReTokSync: Self-Synchronizing Tokenization Disambiguation for Generative Linguistic Steganography by Wang, Yaofei, Wang, Rui, Pang, Weilong, Han, JiaLiang, Qi, Yuan, Hu, Donghui, Chen, Kejiang

Table of Contents: “…, breaking the shared decoding state between the communicating parties so that a single local mismatch can…”
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SAPO: Step-Aligned Policy Optimization for Reasoning-Based Generative Recommendation by Zheng, Zaiyi, Min, Guanghui, Zhu, Yaochen, Wu, Liang, Hong, Liangjie, Chen, Chen, Li, Jundong

Table of Contents: “…, typically outcome-reward algorithm with exact-match feedback on the generated SID. However, in large-catalog…”
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Auditing Apple's DifferentialPrivacy.framework: Implementation Bugs, Misconfigurations, and Practical Risks by Chourasia, Rishav, Bao, Ergute, Javaid, Uzair, Xiao, Xiaokui

Table of Contents: “…, and health-related reports. Because Apple has not open-sourced its privatization algorithms, these privacy…”
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