Risultati della ricerca - decoding (Algorithmssssics OR (algorithm OR (algorithm OR algorithm)))

On Anti-collusion Codes for Averaging Attack in Multimedia Fingerprinting di Jiang, Jing, Wen, Cailin, Cheng, Minquan

Sommario: “...), binary strongly-separable codes (SSCs) and binary secure code with list decoding (SCLDs). Then codes...”
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Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning di Deng, Wenlong, Ren, Yi, Li, Yushu, Gong, Boying, Sutherland, Danica J., Li, Xiaoxiao, Thrampoulidis, Christos

Sommario: “... with positive THR value and weakening negative ones, our algorithm improves greedy-decoding accuracy, favoring...”
Testo

Break the Sequential Dependency of LLM Inference Using Lookahead Decoding di Fu, Yichao, Bailis, Peter, Stoica, Ion, Zhang, Hao

Sommario: “..., parallel decoding algorithm that accelerates LLM decoding without needing auxiliary models or data stores...”
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Near-Optimal Generalized Decoding of Polar-like Codes di Yuan, Peihong, Duffy, Ken R., Médard, Muriel

Sommario: “.... This approximation is based on an auxiliary distribution that mimics the dynamics of decoding algorithms following...”
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Earley-Driven Dynamic Pruning for Efficient Structured Decoding di Sun, Xintong, Wei, Chi, Tian, Minghao, Ni, Shiwen

Sommario: “... and domain-specific language (DSL) generation. Constrained decoding with context-free grammar is a flexible...”
Testo

Adaptive Estimation of Drifting Noise in Quantum Error Correction di Bhardwaj, Devansh, Takou, Evangelia, Lin, Yingjia, Brown, Kenneth R.

Sommario: “.... In practice, noise often drifts over time, whereas conventional noise characterization and decoding methods...”
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Specialising and Analysing Instruction-Tuned and Byte-Level Language Models for Organic Reaction Prediction di Pang, Jiayun, Vulić, Ivan

Sommario: “... of (SMILES-oriented) pretraining, fine-tuning sample efficiency, and decoding algorithms at inference. Our...”
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Efficient MoE Serving in the Memory-Bound Regime: Balance Activated Experts, Not Tokens di Yu, Yanpeng, Ma, Haiyue, Agarwal, Krish, Oswald, Nicolai, Huang, Qijing, Linsenmaier, Hugo, Mei, Chunhui, Zhao, Ritchie, Borkar, Ritika, Rouhani, Bita Darvish, Nellans, David, Krashinsky, Ronny, Khandelwal, Anurag

Sommario: “... processing is memory-bound - a common occurrence in MoE serving, especially in the decode phase. Our analysis...”
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5G LDPC Linear Transformer for Channel Decoding di Hernandez, Mario, Pinero, Fernando

Sommario: “...' performances are compared to Belief Propagation (BP), the production-level decoding algorithm used for 5G New...”
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Scaling 6G Subscribers with Fewer BS Antennas using Multi-carrier NOMA in Fixed Wireless Access di Rajabalifardi, Kamyar, Bhattacharya, Sagnik, Afshang, Mehrnaz, Mozaffari, Mohammad, Cioffi, John M.

Sommario: “... with an adaptive time-sharing algorithm that dynamically adjusts decoding orders to optimize performance across...”
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An Algorithm for Fixed Budget Best Arm Identification with Combinatorial Exploration di Parupudi, Siddhartha, Ghatak, Gourab

Sommario: “... this problem, we propose an algorithm that constructs $\log_2 K$ groups and performs a likelihood ratio test...”
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Fine-Grained Behavior and Lane Constraints Guided Trajectory Prediction Method di Xiong, Wenyi, Chen, Jian, Qi, Ziheng

Sommario: “... the attention of many researchers. Existing prediction algorithms focus on extracting more detailed scene...”
Testo

Near-Field Spatial non-Stationary Channel Estimation: Visibility-Region-HMM-Aided Polar-Domain Simultaneous OMP di Ceulemans, Thibaut, Thys, Cel, Beerten, Robbert, Cui, Zhuangzhuang, Pollin, Sofie

Sommario: “... model (HMM), using a novel emission formulation and Viterbi decoding. This allows the algorithm...”
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Beyond Belief Propagation: Cluster-Corrected Tensor Network Contraction with Exponential Convergence di Midha, Siddhant, Zhang, Yifan F.

Sommario: “... powerful approximation algorithm for this task, its accuracy limitations are poorly understood...”
Testo

Interaction-Grounded Learning for Contextual Markov Decision Processes with Personalized Feedback di Zhang, Mengxiao, Zhang, Yuheng, Luo, Haipeng, Mineiro, Paul

Sommario: “... than explicit numerical rewards. While prior work on IGL provides efficient algorithms with provable...”
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Sequential Decoding of Convolutional Codes for Synchronization Errors di Banerjee, Anisha, Lenz, Andreas, Wachter-Zeh, Antonia

Sommario: “...Sequential decoding, commonly applied to substitution channels, is a sub-optimal alternative...”
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Almost Linear Decoder for Optimal Geometrically Local Quantum Codes di Eggerickx, Quinten, Wills, Adam, Lin, Ting-Chun, De Greve, Kristiaan, Hsieh, Min-Hsiu

Sommario: “... on the constructions involving subdivision and show that they have an almost linear time decoder, obtained by combining...”
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List Decodable Quantum LDPC Codes di Bergamaschi, Thiago, Jeronimo, Fernando Granha, Mittal, Tushant, Srivastava, Shashank, Tulsiani, Madhur

Sommario: “...-distance tradeoff and efficient list decoding up to the Johnson bound in polynomial time. Previous...”
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HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding di Chen, Zhaorun, Zhao, Zhuokai, Luo, Hongyin, Yao, Huaxiu, Li, Bo, Zhou, Jiawei

Sommario: “... novel decoding algorithm designed to mitigate OH in LVLMs. HALC leverages distinct fine-grained optimal...”
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Adaptive and Robust Watermark for Generative Tabular Data di Ngo, Dung Daniel, Ray, Archan, Seshadri, Akshay, Scott, Daniel, Obitayo, Saheed, Kumar, Niraj, Potluru, Vamsi K., Pistoia, Marco, Veloso, Manuela

Sommario: “.... In this paper, we study a flexible and robust watermarking algorithm for generative tabular data. Specifically...”
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