Search Results - decoding (Algorithmsssic OR algorithm)

Group Relative Policy Optimization for Image Captioning by Liang, Xu

Table of Contents: “… 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 by Zhong, Linfeng, Xu, Songqiang, Wen, Huifeng, Xie, Tong, Guo, Qingyu, Wang, Yuan, Li, Meng

Table of Contents: “… 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 by Dikstein, Yotam, Hopkins, Max, Impagliazzo, Russell, Pitassi, Toniann

Table of Contents: “…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 by Choukroun, Yoni, Wolf, Lior

Table of Contents: “…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 by Ge, Danying, Gao, Jianhua, Jiang, Qizhi, Feng, Yifei, Ji, Weixing

Table of Contents: “… propose a speculative decoding algorithm tailored for downstream task optimization. It includes…”
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Linear-Time Encodable and Decodable Quantum Error-Correcting Codes by Wills, Adam, Lin, Ting-Chun, Zhang, Rachel Yun, Hsieh, Min-Hsiu

Table of Contents: “…. The classical decoding algorithms also run in logarithmic depth and use $\mathcal{O}(n \log n)$ gates…”
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MIMO Detection via Gaussian Mixture Expectation Propagation: A Bayesian Machine Learning Approach for High-Order High-Dimensional MIMO Systems by Shayovitz, Shachar, Ezri, Doron, Levinbook, Yoav

Table of Contents: “…) MIMO detection algorithms are crucial for decoding these signals accurately and ensuring robust…”
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Quantum Computing from Graphs by Khesin, Andrey Boris

Table of Contents: “… 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 by Zhang, Gewei, Wang, Deqing, You, Lizhao, Cai, Xiangming, Fu, Liqun

Table of Contents: “… detection and decoding processing strategy for relay nodes within a PNC-enabled multi-hop UWA network based…”
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Coding for Gaussian Two-Way Channels: Linear and Learning-Based Approaches by Kim, Junghoon, Kim, Taejoon, Das, Anindya Bijoy, Hosseinalipour, Seyyedali, Love, David J., Brinton, Christopher G.

Table of Contents: “… 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 by Artemasov, Dmitry, Nesterenkov, Oleg, Andreev, Kirill, Rybin, Pavel, Frolov, Alexey

Table of Contents: “…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 by Mi, Xiangjun, Mueller, Frank

Table of Contents: “…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 by Lyu, Hongtao, Liu, Boyue, Wu, Mingyu, Chen, Haibo

Table of Contents: “… 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 by Cheng, Long, Zhao, Ritchie, Liu, Timmy, Li, Mindy, Qiao, Xianjie, Duan, Kefeng, Chen, Yu-Jung, Chen, Xiaoming, Rouhani, Bita Darvish, Yang, June

Table of Contents: “…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 by Yao, Jiayi, Shen, Samuel, Du, Kuntai, Feng, Shaoting, Seo, Dongjoo, Zhang, Rui, Huang, Yuyang, Liu, Yuhan, Lu, Shan, Jiang, Junchen

Table of Contents: “… the high decoding throughput of a range of KV cache compression algorithms. VeriCache uses the compressed…”
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Implementation and Optimization of HQC Decoding on NPU-Integrated Devices by Chau, Vu Minh, Kiet, Nguyen Ngoc, Minh, Pham Quang, Ngoc, Mai Xuan, Anh, Nguyen Duc, Ta, Hoang

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

Table of Contents: “…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 by Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

Table of Contents: “…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 by Bu, Hyungjune, Jung, Chanjoo, Kang, Minjae, Kim, Jaehyung

Table of Contents: “… 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 by Dubin, Oren, Oz, Noam, Ron-Zewi, Noga

Table of Contents: “…We present efficient decoding algorithms from square-root errors for two known families of double…”
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