Risultati della ricerca - decoding (algorithm OR algorithmssics)

Group Relative Policy Optimization for Image Captioning di Liang, Xu

Sommario: “... sequence training (SCST) for reinforcement learning optimization. However, the SCST algorithm has certain...”
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SpecMamba: Accelerating Mamba Inference on FPGA with Speculative Decoding di Zhong, Linfeng, Xu, Songqiang, Wen, Huifeng, Xie, Tong, Guo, Qingyu, Wang, Yuan, Li, Meng

Sommario: “... and scalability. As its autoregressive generation process remains memory-bound, speculative decoding has been...”
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High Rate Efficient Local List Decoding from HDX di Dikstein, Yotam, Hopkins, Max, Impagliazzo, Russell, Pitassi, Toniann

Sommario: “...We construct the first (locally computable, approximately) locally list decodable codes with rate...”
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Factor Graph Optimization of Error-Correcting Codes for Belief Propagation Decoding di Choukroun, Yoni, Wolf, Lior

Sommario: “...The design of optimal linear block codes capable of being efficiently decoded is of major concern...”
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Automatic Task Detection and Heterogeneous LLM Speculative Decoding di Ge, Danying, Gao, Jianhua, Jiang, Qizhi, Feng, Yifei, Ji, Weixing

Sommario: “... propose a speculative decoding algorithm tailored for downstream task optimization. It includes...”
Testo

Linear-Time Encodable and Decodable Quantum Error-Correcting Codes di Wills, Adam, Lin, Ting-Chun, Zhang, Rachel Yun, Hsieh, Min-Hsiu

Sommario: “.... The classical decoding algorithms also run in logarithmic depth and use $\mathcal{O}(n \log n)$ gates...”
Testo

MIMO Detection via Gaussian Mixture Expectation Propagation: A Bayesian Machine Learning Approach for High-Order High-Dimensional MIMO Systems di Shayovitz, Shachar, Ezri, Doron, Levinbook, Yoav

Sommario: “...) MIMO detection algorithms are crucial for decoding these signals accurately and ensuring robust...”
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Quantum Computing from Graphs di Khesin, Andrey Boris

Sommario: “... logical diagonal and Clifford gates with reduced depth. Finally, we find an efficient decoding algorithm...”
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Iterative Receiver Processing at Relays in PNC-Enabled Multi-Hop Underwater Acoustic Networks di Zhang, Gewei, Wang, Deqing, You, Lizhao, Cai, Xiangming, Fu, Liqun

Sommario: “... detection and decoding processing strategy for relay nodes within a PNC-enabled multi-hop UWA network based...”
Testo

Coding for Gaussian Two-Way Channels: Linear and Learning-Based Approaches di Kim, Junghoon, Kim, Taejoon, Das, Anindya Bijoy, Hosseinalipour, Seyyedali, Love, David J., Brinton, Christopher G.

Sommario: “... reliability. We then propose an efficient algorithm for joint encoder/decoder design. For learning-based...”
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Iterative Neural Rollback Chase-Pyndiah Decoding di Artemasov, Dmitry, Nesterenkov, Oleg, Andreev, Kirill, Rybin, Pavel, Frolov, Alexey

Sommario: “...Iterative decoding is essential in modern communication systems, especially optical communications...”
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Toward Uncertainty-Aware and Generalizable Neural Decoding for Quantum LDPC Codes di Mi, Xiangjun, Mueller, Frank

Sommario: “...Quantum error correction (QEC) is essential for scalable quantum computing, yet decoding errors via...”
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FairBatching: Fairness-Aware Batch Formation for LLM Inference di Lyu, Hongtao, Liu, Boyue, Wu, Mingyu, Chen, Haibo

Sommario: “... violations. Its fair and dynamic batch formation algorithm breaks away from the decode-prioritizing paradigm...”
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Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation di Cheng, Long, Zhao, Ritchie, Liu, Timmy, Li, Mindy, Qiao, Xianjie, Duan, Kefeng, Chen, Yu-Jung, Chen, Xiaoming, Rouhani, Bita Darvish, Yang, June

Sommario: “...Sparse-attention decoders rely on exact Top-K selection to choose the most important key-value...”
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VeriCache: Turning Lossy KV Cache into Lossless LLM Inference di Yao, Jiayi, Shen, Samuel, Du, Kuntai, Feng, Shaoting, Seo, Dongjoo, Zhang, Rui, Huang, Yuyang, Liu, Yuhan, Lu, Shan, Jiang, Junchen

Sommario: “... the high decoding throughput of a range of KV cache compression algorithms. VeriCache uses the compressed...”
Testo

Implementation and Optimization of HQC Decoding on NPU-Integrated Devices di Chau, Vu Minh, Kiet, Nguyen Ngoc, Minh, Pham Quang, Ngoc, Mai Xuan, Anh, Nguyen Duc, Ta, Hoang

Sommario: “...-based key-encapsulation mechanism, providing algorithmic diversity alongside lattice-based post-quantum...”
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Cascade Speculative Drafting for Even Faster LLM Inference di Chen, Ziyi, Yang, Xiaocong, Lin, Jiacheng, Sun, Chenkai, Chang, Kevin Chen-Chuan, Huang, Jie

Sommario: “...Introduced to enhance the efficiency of large language model (LLM) inference, speculative decoding...”
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JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients di Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

Sommario: “...We propose a practical approach to JPEG image decoding, utilizing a local implicit neural...”
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Personalized LLM Decoding via Contrasting Personal Preference di Bu, Hyungjune, Jung, Chanjoo, Kang, Minjae, Kim, Jaehyung

Sommario: “... decoding-time algorithms remains largely overlooked, despite their demonstrated potential. In this paper...”
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Efficient Decoding of Double-circulant and Wozencraft Codes from Square-root Errors di Dubin, Oren, Oz, Noam, Ron-Zewi, Noga

Sommario: “...We present efficient decoding algorithms from square-root errors for two known families of double...”
Testo