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

Artificial Intelligence-Assisted Visualized Microspheres for Biochemical Analysis: From Encoding to Decoding. di Zhou, Yang, Lu, Peng, Chen, Yiping

Sommario: “... concentrations through the special AI decoding algorithm. Furthermore, we introduce portable optical imaging...”
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Reliable and Timely Short‐Packet Communications in Joint Communication and Over‐the‐Air Computation Offloading Systems: Analysis and Optimization di Wei Zhao, Jie Kong, Baogang Li, Qihao Yang, Yaru Ding

Sommario: “... communications (SPCs). The inevitable decoding errors introduced by SPC lead to errors in the data aggregation...”
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Enhanced Physical Layer Security for Full-duplex Symbiotic Radio with AN Generation and Forward Noise Suppression di Jin, Chi, Chang, Zheng, Hu, Fengye, Chen, Hsiao-Hwa, Hamalainen, Timo

Sommario: “...-decoding and artificial noise (AN) injection to ensure the performance of legitimate communications through...”
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Mitigating Large Language Model Hallucination with Faithful Finetuning di Hu, Minda, He, Bowei, Wang, Yufei, Li, Liangyou, Ma, Chen, King, Irwin

Sommario: “... this issue through representation editing and decoding algorithms, reducing hallucinations without major...”
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Anatomy-guided Pathology Segmentation di Jaus, Alexander, Seibold, Constantin, Reiß, Simon, Heine, Lukas, Schily, Anton, Kim, Moon, Bahnsen, Fin Hendrik, Herrmann, Ken, Stiefelhagen, Rainer, Kleesiek, Jens

Sommario: “... algorithms specialize in recognizing either one of the two, rarely considering the patient's body from such a...”
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Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping di Zhu, Wenhao, Liu, Sizhe, Huang, Shujian, She, Shuaijie, Wendler, Chris, Chen, Jiajun

Sommario: “... and final output. In this work, we propose an improved contrastive decoding algorithm that is effective...”
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On the Impact of Bounded Rationality in Strategic Data Gathering di Anand, Anju, Akyol, Emrah

Sommario: “... strategic agent that believes everyone else is a non-strategic agent and that the decoder also believes...”
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Joint Power and Bit Allocation for Precoded Massive MIMO Channels di Liu, Shuiyin, Sakzad, Amin

Sommario: “... substantial computational savings. To support practical deployment, we develop a bit-allocation algorithm...”
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Spectral Journey: How Transformers Predict the Shortest Path di Cohen, Andrew, Gromov, Andrey, Yang, Kaiyu, Tian, Yuandong

Sommario: “... the learned representations and reverse-engineer the computation performed internally. We study decoder-only...”
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DINGO: Constrained Inference for Diffusion LLMs di Suresh, Tarun, Banerjee, Debangshu, Ugare, Shubham, Misailovic, Sasa, Singh, Gagandeep

Sommario: “.... This parallelism makes traditional constrained decoding algorithms, which are designed for sequential token...”
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To Each Metric Its Decoding: Post-Hoc Optimal Decision Rules of Probabilistic Hierarchical Classifiers di Plaud, Roman, Perez-Lebel, Alexandre, Labeau, Matthieu, Saillenfest, Antoine, Bonald, Thomas

Sommario: “... by leveraging a structured, labeled hierarchy. However, decoding in such settings frequently relies on heuristic...”
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A Locally Differential Private Coding-Assisted Succinct Histogram Protocol di Liu, Hsuan-Po, Mahdavifar, Hessam

Sommario: “...) decoding algorithms are leveraged as the underlying coding scheme. More specifically, our protocol...”
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Teaching Machines to Speak Using Articulatory Control di Anand, Akshay, Guo, Chenxu, Cho, Cheol Jun, Lian, Jiachen, Anumanchipalli, Gopala

Sommario: “... the Proximal Policy Optimization algorithm to learn optimal articulatory movements based on acoustic feedback...”
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Dual-Mapping Sparse Vector Transmission for Short Packet URLLC di Zhang, Yanfeng, Zhu, Xu, Zheng, Jinkai, Yang, Weiwei, Yu, Xianhua, Zeng, Haiyong, Liu, Yujie, Guan, Yong Liang

Sommario: “... dramatically with the number of transmitted information bits. At the receiver, a two-stage decoding algorithm...”
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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...”
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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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Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective di Han, Seungwook, Song, Jinyeop, Gore, Jeff, Agrawal, Pulkit

Sommario: “... decoding algorithms and improves its ICL performance. We validate this phenomenon across pretrained models...”
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