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

Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms di Trabelsi, Firas, Vilar, David, Finkelstein, Mara, Freitag, Markus

Sommario: “...Minimum Bayes Risk (MBR) decoding is a powerful decoding strategy widely used for text generation...”
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Reinforcement Learning for Enhanced Advanced QEC Architecture Decoding di Zhou, Yidong, Kong, Lingyi, Peng, Yifeng, Liang, Zhiding

Sommario: “... algorithms to address the multifaceted nature of the decoding problem, considering factors such as code...”
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Exact Thresholds for Noisy Non-Adaptive Group Testing di Chen, Junren, Scarlett, Jonathan

Sommario: “...In recent years, the mathematical limits and algorithmic bounds for probabilistic group testing...”
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Attention-Constrained Inference for Robust Decoder-Only Text-to-Speech di Wang, Hankun, Du, Chenpeng, Guo, Yiwei, Wang, Shuai, Chen, Xie, Yu, Kai

Sommario: “... algorithm and then applies constraining masks on AEAMs. Our experimental results on decoder-only TTS model...”
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Unused information in token probability distribution of generative LLM: improving LLM reading comprehension through calculation of expected values di Zawistowski, Krystian

Sommario: “...LLM text decoding is key component for perceived LLM quality. We demonstrate two experiments...”
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Boosting Hybrid Autoregressive Transducer-based ASR with Internal Acoustic Model Training and Dual Blank Thresholding di Moriya, Takafumi, Ashihara, Takanori, Mimura, Masato, Sato, Hiroshi, Matsuura, Kohei, Masumura, Ryo, Asami, Taichi

Sommario: “... both HAT- and IAM-blank thresholding and a compatible decoding algorithm. This results in a 42-75...”
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Reinforcement Learning Enhanced Greedy Decoding for Quantum Stabilizer Codes over $\mathbb{F}_q$ di Nourozi, Vahid

Sommario: “...$ quantum code. To decode, we introduce an RL-on-Greedy algorithm: first apply a standard greedy syndrome...”
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Union-Intersection Union-Find for Decoding Depolarizing Errors in Topological Codes di Lin, Tzu-Hao, Lai, Ching-Yi

Sommario: “...In this paper, we introduce the Union-Intersection Union-Find (UIUF) algorithm for decoding...”
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Coexisting Passive RIS and Active Relay Assisted NOMA Systems di Huang, Ao, Guo, Li, Mu, Xidong, Dong, Chao, Liu, Yuanwei

Sommario: “...A novel coexisting passive reconfigurable intelligent surface (RIS) and active decode-and-forward...”
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Optimizing Attention with Mirror Descent: Generalized Max-Margin Token Selection di Julistiono, Addison Kristanto, Tarzanagh, Davoud Ataee, Azizan, Navid

Sommario: “... general optimization algorithms such as mirror descent (MD). In this paper, we investigate the convergence...”
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Power Allocation for Compute-and-Forward over Fading Channels di Zhang, Lanwei, Evans, Jamie, Zhu, Jingge

Sommario: “...Compute-and-forward (CF) is a relaying strategy which allows the relay to decode a linear...”
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Sensing-Assisted Channel Estimation for Bistatic OFDM ISAC Systems: Framework, Algorithm, and Analysis di Wang, Shuhan, Tang, Aimin, Wang, Xudong, Qu, Wenze

Sommario: “... estimation and decoding. To address the potential sensing errors caused by low-complexity sensing algorithms...”
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An Algorithm for Fast Assembling Large-Scale Defect-Free Atom Arrays di Zhang, Tao, Li, Xiaodi, Zhai, Hui, Chen, Linghui

Sommario: “... defect-free atom array with ~ 10^4 qubits remains algorithmically challenging, alongside other hardware...”
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Soft-output (SO) GRAND and Iterative Decoding to Outperform LDPCs di Yuan, Peihong, Medard, Muriel, Galligan, Kevin, Duffy, Ken R.

Sommario: “... be efficiently and accurately decoded with guessing random additive noise decoding (GRAND). Performance...”
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Minimum-Weight Parity Factor Decoder for Quantum Error Correction di Wu, Yue, Li, Binghong, Chang, Kathleen, Puri, Shruti, Zhong, Lin

Sommario: “...Fast and accurate quantum error correction (QEC) decoding is crucial for scalable fault-tolerant...”
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Degeneracy Cutting: A Local and Efficient Post-Processing for Belief Propagation Decoding of Quantum Low-Density Parity-Check Codes di Tsubouchi, Kento, Yamasaki, Hayata, Tamiya, Shiro

Sommario: “... decoding accuracy. For real-time decoding, the post-processing algorithm is desirable to have a small...”
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Seismic inversion using hybrid quantum neural networks di Vashisth, Divakar, Sharma, Rohan, Iyer, Tejas Ganesh, Mukerji, Tapan, Sen, Mrinal K.

Sommario: “... on our attempt to map one such classical physics-informed algorithm to a quantum framework. The primary...”
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Neural Network Equalizers and Successive Interference Cancellation for Bandlimited Channels with a Nonlinearity di Plabst, Daniel, Prinz, Tobias, Diedolo, Francesca, Wiegart, Thomas, Böcherer, Georg, Hanik, Norbert, Kramer, Gerhard

Sommario: “...Neural networks (NNs) inspired by the forward-backward algorithm (FBA) are used as equalizers...”
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Enhanced Successive Cancellation List Decoder for Long Polar Codes Targeting Air Interface di Li, Jiajie, Shen, Sihui, Gross, Warren J.

Sommario: “...Polar codes are the first codes with a proven capacity-achieving capability, but their decoding...”
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Lottery BP: Unlocking Quantum Error Decoding at Scale di Zhu, Yanzhang, Peng, Chen-Yu, Chen, Yun Hao, Ueng, Yeong-Luh, Wu, Di

Sommario: “... motivates this paper. Existing decoding algorithms (decoders), such as clustering, matching, belief...”
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