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

Towards Generalizable Learning Models for EEG-Based Identification of Pain Perception by Rezzouk, Mathis, Gagnon, Fabrice, Champagne, Alyson, Roy, Mathieu, Albouy, Philippe, Coll, Michel-Pierre, Subakan, Cem

Table of Contents: “… resilient, underscoring their potential for subject-invariant EEG decoding. Even though performance…”
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Correctness-Guaranteed Code Generation via Constrained Decoding by Li, Lingxiao, Rahili, Salar, Zhao, Yiwei

Table of Contents: “… correctness for runtime-critical components. We present a constrained decoding algorithm for generating…”
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CoCoA: Confidence and Context-Aware Adaptive Decoding for Resolving Knowledge Conflicts in Large Language Models by Khandelwal, Anant, Gupta, Manish, Agrawal, Puneet

Table of Contents: “… parametric memory and external context. Existing contrastive decoding methods tuned specifically to handle…”
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Continuously Steering LLMs Sensitivity to Contextual Knowledge with Proxy Models by Wang, Yilin, Wang, Heng, Bai, Yuyang, Luo, Minnan

Table of Contents: “… parametric knowledge contradicts knowledge provided in the context. Previous works studied tuning, decoding…”
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Controllable Generation of Implied Volatility Surfaces with Variational Autoencoders by Wang, Jing, Liu, Shuaiqiang, Vuik, Cornelis

Table of Contents: “… are quantified via regression at an anchor point and incorporated into the decoder to steer generation. Numerical…”
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Generative quantum eigensolver with constrained circuit-cutting overhead by Nakamura, Junya, Sanji, Shinichiro

Table of Contents: “…Generative quantum eigensolver (GQE) is a hybrid quantum-classical algorithm that iteratively…”
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SPEC-RL: Accelerating On-Policy Reinforcement Learning with Speculative Rollouts by Liu, Bingshuai, Wang, Ante, Min, Zijun, Yao, Liang, Zhang, Haibo, Liu, Yang, Han, Xu, Li, Peng, Zeng, Anxiang, Su, Jinsong

Table of Contents: “… SPEC-RL, a novel framework that integrates SPECulative decoding with the RL rollout process. SPEC-RL…”
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Improved Constructions of Linear Codes for Insertions and Deletions by Gross, Roee, Con, Roni, Yaakobi, Eitan

Table of Contents: “… representations, efficient encoding, and decoding algorithms, making them highly desirable. A key challenge…”
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Improving Cybercrime Detection and Digital Forensics Investigations with Artificial Intelligence by Sanna, Silvia Lucia, Regano, Leonardo, Maiorca, Davide, Giacinto, Giorgio

Table of Contents: “… Intelligence (AI) algorithms for cyberattack detection and \df analysis improvement. However, AI can be better…”
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The Coverage Principle: How Pre-Training Enables Post-Training by Chen, Fan, Huang, Audrey, Golowich, Noah, Malladi, Sadhika, Block, Adam, Ash, Jordan T., Krishnamurthy, Akshay, Foster, Dylan J.

Table of Contents: “… such as the sequence length. We also study practical algorithmic interventions with provable benefits for improving…”
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Joint Beamforming and Position Optimization for IRS-Aided SWIPT with Movable Antennas by Zhu, Yanze, Wu, Qingqing, Guan, Xinrong, Zheng, Ziyuan, Wang, Honghao, Chen, Wen, Liu, Yang, Guo, Yuan

Table of Contents: “… into SWIPT systems aiming at enhancing information transmission for information decoding receivers (IDRs…”
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Text-Guided Channel Perturbation and Pretrained Knowledge Integration for Unified Multi-Modality Image Fusion by Li, Xilai, Li, Xiaosong, Jiang, Weijun

Table of Contents: “… Module (TCPM) during decoding to reshape the channel distribution, reducing the dependence on modality…”
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Moduli Selection in Robust Chinese Remainder Theorem: Closed-Form Solutions and Layered Design by Yan, Wenyi, Gan, Lu, Liu, Hongqing, Hu, Shaoqing

Table of Contents: “… \emph{layered} construction (for $L = 2$) that produces exactly $K$ robust decoding layers, enabling…”
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The Silence that Speaks: Neural Estimation via Communication Gaps by Aggarwal, Shubham, Maity, Dipankar, Başar, Tamer

Table of Contents: “… and communication resource usage. Traditional extensions of classical estimation algorithms (e.g., the Kalman filter…”
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SRAM: Shape-Realism Alignment Metric for No Reference 3D Shape Evaluation by Liu, Sheng, Luan, Tianyu, Nuney, Phani, Feng, Xuelu, Yuan, Junsong

Table of Contents: “… approach that converts 3D shapes into the language token space. A dedicated realism decoder is designed…”
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FedMPDD: Communication-Efficient Federated Learning with Privacy Preservation Attributes via Projected Directional Derivative by Rostami, Mohammadreza, Kia, Solmaz S.

Table of Contents: “…}rojected \textbf{D}irectional \textbf{D}erivatives), a novel algorithm that simultaneously optimizes…”
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Enriching Historical Records: An OCR and AI-Driven Approach for Database Integration by Abedi, Zahra, van Dijk, Richard M. K., Wijnholds, Gijs, Verhoef, Tessa

Table of Contents: “… database records? We applied OCR techniques, generative AI decoding constraints that structure data…”
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Overcoming BS Down-Tilt for Air-Ground ISAC Coverage: Antenna Design, Beamforming and User Scheduling by Zhu, Lingyi, Wei, Zhongxiang, Liu, Fan, Wu, Jianjun, Tang, Xiao-Wei, Masouros, Christos, Shen, Shanpu

Table of Contents: “… beamforming. Exploiting relationships among S&C MI, data decoding MMSE, and parameter estimation MMSE…”
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FeedbackSTS-Det: Sparse Frames-Based Spatio-Temporal Semantic Feedback Network for Moving Infrared Small Target Detection by Huang, Yian, Qin, Qing, Mao, Aji, Qiu, Xiangyu, Xu, Liang, Zhang, Xian, Peng, Zhenming

Table of Contents: “…-friendly, while algorithms with strong scene generalization capability are in great demand for real-world…”
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C-AoEI-Aware Cross-Layer Optimization in Satellite IoT Systems: Balancing Data Freshness and Transmission Efficiency by Zhao, Yuhua, Lv, Tiejun, Wang, Ke

Table of Contents: “… backtracking decoding introduces age ambiguity, undermining the standard Age of Information (AoI) metric…”
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