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

Cloud Removal With PolSAR-Optical Data Fusion Using A Two-Flow Residual Network by Wang, Yuxi, Zhang, Wenjuan, Zhang, Bing

Table of Contents: “… Polarimetric Synthetic Aperture Radar (PolSAR)-Optical data fusion cloud removal algorithm (PODF-CR), which…”
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Image Coding for Machines via Feature-Preserving Rate-Distortion Optimization by Fernández-Menduiña, Samuel, Pavez, Eduardo, Ortega, Antonio

Table of Contents: “…Many images and videos are primarily processed by computer vision algorithms, involving only…”
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EcoServe: Enabling Cost-effective LLM Serving with Proactive Intra- and Inter-Instance Orchestration by Du, Jiangsu, Zhang, Hongbin, Wei, Taosheng, Zheng, Zhenyi, Wu, Kaiyi, Chen, Zhiguang, Lu, Yutong

Table of Contents: “…Existing LLM serving strategies can be categorized based on whether prefill and decode phases…”
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AMBEDKAR-A Multi-level Bias Elimination through a Decoding Approach with Knowledge Augmentation for Robust Constitutional Alignment of Language Models by Mukhopadhyay, Snehasis, Kasat, Aryan, Dubey, Shivam, Karthikeyan, Rahul, Sood, Dhruv, Jain, Vinija, Chadha, Aman, Das, Amitava

Table of Contents: “… speculative decoding algorithm that proactively reduces casteist and communal bias during generation…”
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GapDNER: A Gap-Aware Grid Tagging Model for Discontinuous Named Entity Recognition by Yang, Yawen, Ma, Fukun, Meng, Shiao, Liu, Aiwei, Wen, Lijie

Table of Contents: “… or internal tokens, which face challenges of error propagation and decoding ambiguity due to the wide variety…”
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Semantic representations emerge in biologically inspired ensembles of cross-supervising neural networks by Urbach, Roy, Schneidman, Elad

Table of Contents: “… or decoding, but typically rely on biologically-implausible implementations. We suggest that interactions…”
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Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding by Reisizadeh, Hadi, Ruan, Jiajun, Chen, Yiwei, Pal, Soumyadeep, Liu, Sijia, Hong, Mingyi

Table of Contents: “… deterministic (greedy) decoding often suggest successful knowledge removal using standard benchmarks, we show…”
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Support Recovery in One-bit Compressed Sensing with Near-Optimal Measurements and Sublinear Time by Li, Xiaxin, Mazumdar, Arya

Table of Contents: “… methods minimize the number of measurements but often incur $Ω(n)$ decoding complexity, limiting large…”
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AI/ML based Joint Source and Channel Coding for HARQ-ACK Payload by Doshi, Akash, Sen, Pinar, Ivanov, Kirill, Yang, Wei, Namgoong, June, Wang, Runxin, Wang, Rachel, Yoo, Taesang, Jiang, Jing, Ji, Tingfang

Table of Contents: “…, we learn a transformer-based encoder using a novel "free-lunch" training algorithm and propose per…”
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Toward Robust, Reproducible, and Widely Accessible Intracranial Language Brain-Computer Interfaces: A Comprehensive Review of Neural Mechanisms, Hardware, Algorithms, Evaluation, C... by He, Dongyi, Siok, Wai Ting, Wang, Nizhuan

Table of Contents: “… by fragmented evidence and unresolved design trade-offs across neuroscience, hardware, algorithm, evaluation…”
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Polar Complexity: A New Descriptive Complexity with Applications to Source and Joint Source-Channel Coding by Yao, Xinyuanmeng, Ma, Xiao

Table of Contents: “… compression and successive cancellation decoding (SCD), and define the polar complexity of a sequence…”
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KVDrive: A Holistic Multi-Tier KV Cache Management System for Long-Context LLM Inference by Lin, Jian, Mi, Jiazhi, Hong, Zicong, Wang, Haodong, Liu, Qianli, Zhang, Haodyue, Li, Peng, Guo, Song

Table of Contents: “… critical entries during decoding, but this strategy quickly hits a ceiling: sparsity cannot be pushed…”
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Shared autonomy between human electroencephalography and TD3 deep reinforcement learning: A multi‐agent copilot approach by Chun‐Ren Phang, Akimasa Hirata

Table of Contents: “… Deep reinforcement learning (RL) algorithms enable the development of fully autonomous agents that can…”
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Hierarchical Distribution Matching for Probabilistically Shaped Coded Modulation by Yoshida, Tsuyoshi, Karlsson, Magnus, Agrell, Erik

Table of Contents: “… concatenation, for which the FEC coding and decoding lies inside the shaping algorithms. PS can seemingly…”
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Lasry-Lions Envelopes and Nonconvex Optimization: A Homotopy Approach by Simões, Miguel, Themelis, Andreas, Patrinos, Panagiotis

Table of Contents: “… algorithms. Lasry-Lions envelopes can also be seen as an "intermediate" between a given function and its…”
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The Brain-Inspired Cooperative Shared Control Framework for Brain-Machine Interface by Yang, Junjie, Liu, Ling, Zheng, Shengjie, Qian, Lang, Gao, Gang, Chen, Xin, Li, Xiaojian

Table of Contents: “… control signals are decoded from neural activity, and the robot handles the fine control. This allows…”
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AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation by Iso, Hayate

Table of Contents: “… this problem using a lexically constrained beam search algorithm or dedicated model using non-autoregressive…”
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Adaptive Bernstein Change Detector for High-Dimensional Data Streams by Heyden, Marco, Fouché, Edouard, Arzamasov, Vadim, Fenn, Tanja, Kalinke, Florian, Böhm, Klemens

Table of Contents: “… or by updating a learning algorithm. However, detecting changes is challenging when observations are high…”
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Partial Syndrome Measurement for Hypergraph Product Codes by Berthusen, Noah, Gottesman, Daniel

Table of Contents: “… are randomly selected. When applied to hypergraph product codes and a modified small-set-flip decoding…”
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A High-throughput and Secure Coded Blockchain for IoT by Taherpour, Amirhossein, Wang, Xiaodong

Table of Contents: “…) a transaction-based and lightweight consensus algorithm that emphasizes on using the minimum…”
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