Suchergebnisse - decoding (Algorithmsssics OR (algorithm OR (algorithm OR algorithm)))

Polarized Element-pair Code Based FFMA over a Gaussian Multiple-access Channel von Liu, Zhang-li-han, Yu, Qi-yue

Inhaltsangabe: “… . For decoding, we introduce two specialized algorithms. A successive cancellation list (SCL) decoder …”
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CommVQ: Commutative Vector Quantization for KV Cache Compression von Li, Junyan, Zhang, Yang, Hassan, Muhammad Yusuf, Chafekar, Talha, Cai, Tianle, Ren, Zhile, Guo, Pengsheng, Karimzadeh, Foroozan, Reed, Colorado, Wang, Chong, Gan, Chuang

Inhaltsangabe: “… the KV cache, which can be decoded via simple matrix multiplication. To further reduce computational …”
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Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing von Wang, Xu, Xu, Chenkai, Jin, Yijie, Jin, Jiachun, Zhang, Hao, Deng, Zhijie

Inhaltsangabe: “… distillation process based on pre-trained dLLMs. We further propose a pipelined parallel decoding algorithm …”
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Verifiable Quantum Advantage via Optimized DQI Circuits von Khattar, Tanuj, Shutty, Noah, Gidney, Craig, Zalcman, Adam, Yosri, Noureldin, Maslov, Dmitri, Babbush, Ryan, Jordan, Stephen P.

Inhaltsangabe: “… by reducing certain optimization problems to reversible decoding tasks. We apply DQI to the Optimal Polynomial …”
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RAS: A Bit-Exact rANS Accelerator For High-Performance Neural Lossless Compression von Qin, Yuchao, Fan, Anjunyi, Yan, Bonan

Inhaltsangabe: “… Asymmetric Numeral System Acceleration System, a hardware architecture that integrates the rANS algorithm …”
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Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation von Li, Bo, Xu, Zhenghua, Xie, Rui

Inhaltsangabe: “… is especially pronounced during reasoning-intensive decoding, such as Chain-of-Thought (CoT) generation, where …”
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Compiler-First State Space Duality and Portable $O(1)$ Autoregressive Caching for Inference von Santoni, Cosmo

Inhaltsangabe: “… hard dependency on NVIDIA hardware. We show that Mamba-2's state space duality algorithm -- diagonal …”
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Generative Retrieval Overcomes Limitations of Dense Retrieval but Struggles with Identifier Ambiguity von Bracher, Adrian, Vakulenko, Svitlana

Inhaltsangabe: “… identifiers that are more suitable to the decoding process or by adapting decoding and scoring algorithms …”
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Sampling for Quality: Training-Free Reward-Guided LLM Decoding via Sequential Monte Carlo von Markovic-Voronov, Jelena, Zhu, Wenhui, Long, Bo, Wang, Zhipeng, Gupta, Suyash, Behdin, Kayhan, Chen, Bee-Chung, Agarwal, Deepak

Inhaltsangabe: “… We introduce a principled probabilistic framework for reward-guided decoding in large language …”
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Architecture and protocols for all-photonic quantum repeaters von Benchasattabuse, Naphan, Hajdušek, Michal, Van Meter, Rodney

Inhaltsangabe: “… present an algorithm for decoding logical measurement results, employing graphical reasoning based …”
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Quality-Aware Dynamic Resolution Adaptation Framework for Adaptive Video Streaming von Premkumar, Amritha, Rajendran, Prajit T, Menon, Vignesh V, Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Inhaltsangabe: “… and/ or decoding time below a threshold. QADRA implements a JND-based representation elimination algorithm …”
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Light-weight Retinal Layer Segmentation with Global Reasoning von He, Xiang, Song, Weiye, Wang, Yiming, Poiesi, Fabio, Yi, Ji, Desai, Manishi, Xu, Quanqing, Yang, Kongzheng, Wan, Yi

Inhaltsangabe: “… . In addition, the algorithm should be light-weight to be deployed for practical clinical applications …”
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Smoothing Linear Codes by Rényi Divergence and Applications to Security Reduction von Yan, Hao, Ling, Cong

Inhaltsangabe: “… complexity of encoding/decoding algorithms in random codes, our research introduces enhanced structural …”
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LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design von Kong, Rui, Li, Qiyang, Fang, Xinyu, Feng, Qingtian, He, Qingfeng, Dong, Yazhu, Wang, Weijun, Li, Yuanchun, Kong, Linghe, Liu, Yunxin

Inhaltsangabe: “… to huge inference latency overhead, slowing down the decoding speed by 2.5+ times. In this paper, we …”
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CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs von Lv, Junlin, Feng, Yuan, Xie, Xike, Jia, Xin, Peng, Qirong, Xie, Guiming

Inhaltsangabe: “… of prefilling and decoding phases. Although several attempts have been made to accelerate decoding …”
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Single Sparse Graph Enhanced Expectation Propagation Algorithm Design for Uplink MIMO-SCMA von Luo, Qu, Zhu, Jing, Chen, Gaojie, Xiao, Pei, Tafazolli, Rahim

Inhaltsangabe: “… propagation algorithm (EPA) receiver, referred to as SSG-EPA, for uplink MIMO-SCMA systems. Firstly, we …”
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ESC-MVQ: End-to-End Semantic Communication With Multi-Codebook Vector Quantization von Shin, Junyong, Oh, Yongjeong, Park, Jinsung, Park, Joohyuk, Jeon, Yo-Seb

Inhaltsangabe: “… -flip probabilities with a single encoder-decoder pair. To maximize inference performance when deploying …”
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TableCenterNet: A one-stage network for table structure recognition von Xiao, Anyi, Yang, Cihui

Inhaltsangabe: “… -consuming sequential decoding, or rely on complex post-processing algorithms to parse the logical structure …”
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TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning von Zhang, Fengchun Liu. Tong, Zhang, Chunying

Inhaltsangabe: “… scheduler (TSCL) for balancing multinomial losses in deep learning image steganography algorithms. TSCL …”
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Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators von Jorgensen, Steven, Hemberg, Erik, Toutouh, Jamal, O'Reilly, Una-May

Inhaltsangabe: “… , focusing on simultaneously pruning the encoder and decoder of an autoencoder. We introduce two new mutation …”
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