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

Not every day is a sunny day: Synthetic cloud injection for deep land cover segmentation robustness evaluation across data sources di Mobsite, Sara, Hostache, Renaud, Equille, Laure Berti, Roux, Emmanuel, Guerin, Joris

Sommario: “... cloud injection algorithm that simulates realistic cloud cover, allowing us to test how Sentinel-1 radar...”
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To Distill or Decide? Understanding the Algorithmic Trade-off in Partially Observable Reinforcement Learning di Song, Yuda, Rohatgi, Dhruv, Singh, Aarti, Bagnell, J. Andrew

Sommario: “... simulated locomotion tasks--we investigate the algorithmic trade-off between privileged expert distillation...”
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Robust Analog Lagrange Coded Computing: Theory and Algorithms via Discrete Fourier Transforms di Borah, Rimpi, Harshan, J.

Sommario: “... foundational step, we use error-correction algorithms for Discrete Fourier Transform (DFT) codes to build novel...”
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Understanding and Improving Communication Performance in Multi-node LLM Inference di Singhania, Prajwal, Singh, Siddharth, Hough, Lannie Dalton, Srivastava, Akarsh, Menon, Harshitha, Jekel, Charles Fredrick, Bhatele, Abhinav

Sommario: “... hierarchical all-reduce algorithm based on recursive doubling with NVSHMEM. NVRAR achieves up to 1.9$\times...”
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On the Information-Theoretic Fragility of Robust Watermarking under Diffusion Editing di Ni, Yunyi, Yang, Ziyu, Niu, Ze, Davis, Emily, Carter, Finn

Sommario: “... the watermarked image and the embedded payload approaches zero, causing watermark decoding to fail. We further...”
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$A^3$: Attention-Aware Accurate KV Cache Fusion for Fast Large Language Model Serving di Zhou, Yuechi, Su, Yi, Zhang, Jianxin, Li, Juntao, Xia, Qingrong, Wang, Zhefeng, Duan, Xinyu, Huai, Baoxing

Sommario: “... their ability to handle long sequences, the resulting decoding latency and memory overhead remain substantial...”
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Doppler Robust Vortex Wavefront Design for Integrated Sensing and Communication di Liu, Yuan, Long, Wen-Xuan, Shankar, M. R. Bhavani, Moretti, Marco, Chen, Rui, Ottersten, Björn

Sommario: “...-consistency matching (VCM)-expectation maximization (EM) algorithm that jointly decodes the sensing matrix...”
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T2M Mamba: Motion Periodicity-Saliency Coupling Approach for Stable Text-Driven Motion Generation di Zhan, Xingzu, Xie, Chen, Chen, Honghang, Lin, Yixun, Mai, Xiaochun

Sommario: “... through the decoder and producing unstable or erroneous motions. In this work, we propose T2M Mamba...”
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Learning to Solve Orienteering Problem with Time Windows and Variable Profits di Gao, Songqun, Ruan, Zanxi, Floor, Patrick, Roveri, Marco, Palopoli, Luigi, Fontanelli, Daniele

Sommario: “.... In the first stage, a parallel decoding structure is employed to predict the path and the initial service time...”
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ScoutAttention: Efficient KV Cache Offloading via Layer-Ahead CPU Pre-computation for LLM Inference di Zhang, Qiuyang, Zhou, Kai, Tang, Ding, Lu, Kai, Li, Cheng, Yang, Zhenyu, Xu, Peng, Wan, Jiguang

Sommario: “... inference, where KV cache memory consumption severely limits decode batch sizes. While existing research has...”
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Minimal Prompt Perturbations Lead to Code Vulnerabilities: Prompt Fragility and Hidden-State Signals in Coding LLMs di Sternfeld, Alexander, Kucharavy, Andrei, Dolamic, Ljiljana

Sommario: “... such as a weak algorithm or unsafe parameter (mean AUC 0.674). These results show that the threat model...”
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Enhancing secrecy in RIS–fountain code‐aided multi‐cluster satellite–terrestrial NOMA networks under eavesdropping threats di Nguyen Van Toan, Pham Ngoc Son, Tran Trung Duy, Lam‐Thanh Tu

Sommario: “... to terrestrial relays, where the best relay selected using the PRS algorithm employs the decode‐and‐forward...”
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Human Motor Cortex Encodes Complex Handwriting Through a Sequence of Stable Neural States: Source code di Qi, Yu, Zhu, Xinyun, Xiong, Xinzhu

Sommario: “... States". It contains the implemenation of the Temporal Functional Clustering (TFC) algorithm...”
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DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads di Xiao, Guangxuan, Tang, Jiaming, Zuo, Jingwei, Guo, Junxian, Yang, Shang, Tang, Haotian, Fu, Yao, Han, Song

Sommario: “...-weight, constant-length KV cache for streaming heads, which reduces both LLM's decoding and pre-filling...”
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Private Frequency Estimation Via Residue Number Systems di Arcolezi, Héber H.

Sommario: “...We present \textsf{ModularSubsetSelection} (MSS), a new algorithm for locally differentially...”
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Convolutional Neural Network‐Based CT Image Segmentation of Kidney Tumours di Cong Hu, Wenwen Jiang, Tian Zhou, Chunting Wan, Aijun Zhu

Sommario: “... decision algorithm. Firstly, for the phenomenon of tumour false positives, the EfficientNetV2 feature...”
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Invertible generative models for inverse problems: mitigating representation error and dataset bias di Asim, Muhammad, Daniels, Mara, Leong, Oscar, Ahmed, Ali, Hand, Paul

Sommario: “... or algorithmically by initialization. For compressive sensing, invertible priors can yield higher accuracy than...”
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Take an Emotion Walk: Perceiving Emotions from Gaits Using Hierarchical Attention Pooling and Affective Mapping di Bhattacharya, Uttaran, Roncal, Christian, Mittal, Trisha, Chandra, Rohan, Kapsaskis, Kyra, Gray, Kurt, Bera, Aniket, Manocha, Dinesh

Sommario: “... of psychologically-motivated affective features underlying the gaits. We train the decoder to reconstruct the motions...”
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Low Complexity Lookup Table Aided Soft Output Semidefinite Relaxation based Faster-than-Nyquist Signaling Detector di Cicek, Adem, Marsland, Ian, Cavus, Enver, Bedeer, Ebrahim, Yanikomeroglu, Halim

Sommario: “...-likelihood ratios (LLRs) vital for soft channel decoders. In this study, we introduce a lookup table (LUT...”
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Realizing Repeated Quantum Error Correction in a Distance-Three Surface Code di Krinner, Sebastian, Lacroix, Nathan, Remm, Ants, Di Paolo, Agustin, Genois, Elie, Leroux, Catherine, Hellings, Christoph, Lazar, Stefania, Swiadek, Francois, Herrmann, Johannes, Norris, Graham J., Andersen, Christian Kraglund, Müller, Markus, Blais, Alexandre, Eichler, Christopher, Wallraff, Andreas

Sommario: “... measure and decode both bit- and phase-flip error syndromes using a minimum-weight perfect-matching...”
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