Search Results - decoding (Algorithmssssics OR (algorithm OR (algorithm OR algorithm)))

MMSpec: Benchmarking Speculative Decoding for Vision-Language Models by Shen, Hui, Wang, Xin, Zhang, Ping, Hsieh, Yunta, Han, Qi, Wan, Zhongwei, Zhang, Ziheng, Zhang, Jingxuan, Xiong, Jing, Liu, Ziyuan, Zhang, Yifan, Cao, Hangrui, Zhao, Chenyang, Zhang, Mi

Table of Contents: “… representative speculative decoding algorithms under a unified evaluation framework. Our study reveals three key…”
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How Much Parallelism Is "Free"? A Principle of Near-Free Parallelism for Parallel Decoding by He, Minghua, Zhang, Lingzhe, Liu, Yuan, Zhou, Xiao, Liu, Aiwei

Table of Contents: “… single decode forward, but reported speedups conflate algorithmic token utilization with the system cost…”
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Guessing Random Additive Noise Decoding of Network Coded Data Transmitted over Burst Error Channels by Chatzigeorgiou, Ioannis, Savostyanov, Dmitry

Table of Contents: “… packets. A receiver employing network decoding recovers the data packets if a sufficient number of error…”
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Rethinking Light Decoder-based Solvers for Vehicle Routing Problems by Huang, Ziwei, Zhou, Jianan, Cao, Zhiguang, Xu, Yixin

Table of Contents: “…Light decoder-based solvers have gained popularity for solving vehicle routing problems (VRPs) due…”
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Construction and Decoding of Quantum Margulis Codes by Pacenti, Michele, Chytas, Dimitris, Vasic, Bane

Table of Contents: “… computation, offering potential advantages in rate and decoding efficiency. In this work, we introduce quantum…”
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Attention-Based Sampler for Diffusion Language Models by Zhou, Yuyan, Hou, Kai Syun, Chen, Weiyu, Kwok, James

Table of Contents: “… this theoretical insight in a new training-free decoding algorithm, termed Attn-Sampler, and further propose a…”
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Accelerated Event-Based Feature Detection and Compression for Surveillance Video Systems by Freeman, Andrew C., Mayer-Patel, Ketan, Singh, Montek

Table of Contents: “… with traditional methods, but downstream vision applications operate on decoded image frames with a high data rate…”
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Leveraging Compressed Frame Sizes For Ultra-Fast Video Classification by Han, Yuxing, Ding, Yunan, Gan, Chen Ye, Wen, Jiangtao

Table of Contents: “… for bitstream decoding. To validate our approach, we built a comprehensive data set comprising over 29,000…”
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Deep-learning-assisted reconfigurable metasurface antenna for real-time holographic beam steering by Ma, Hyunjun, Kim, Jin-soo, Choe, Jong-Ho, Park, Q-Han

Table of Contents: “… of iteration, we adopt a deep learning algorithm that combines an autoencoder with an electromagnetic…”
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DM-MIMO: Diffusion Models for Robust Semantic Communications over MIMO Channels by Duan, Yiheng, Wu, Tong, Chen, Zhiyong, Tao, Meixia

Table of Contents: “… encoding and decoding, which lacks exploration of signal distribution. To leverage the potential of signal…”
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ParkingE2E: Camera-based End-to-end Parking Network, from Images to Planning by Li, Changze, Ji, Ziheng, Chen, Zhe, Qin, Tong, Yang, Ming

Table of Contents: “… algorithms are usually implemented using rule-based schemes. However, these methods are less effective…”
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Context-Enhanced Contrastive Search for Improved LLM Text Generation by Sen, Jaydip, Pandey, Rohit, Waghela, Hetvi

Table of Contents: “…, and relevance remains challenging. Traditional decoding methods, such as bean search and top-k sampling, often…”
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Accurate de novo sequencing of the modified proteome with OmniNovo by Chen, Yuhan, Qu, Shang, Gao, Zhiqiang, Yang, Yuejin, Zhang, Xiang, Xu, Sheng, Mao, Xinjie, Qian, Liujia, Wei, Jiaqi, Qiu, Zijie, You, Chenyu, Bai, Lei, Ding, Ning, Guo, Tiannan, Zhou, Bowen, Sun, Siqi

Table of Contents: “… decoding algorithm with rigorous false discovery rate estimation, OmniNovo achieves state-of-the-art…”
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RIS-Enhanced Information-Decoupled Symbiotic Radio Over Broadcasting Signals by Cai, Shu, Liu, Ya-Feng, Zhan, Jun, Zhang, Qi

Table of Contents: “… conventional SR, the BRx performs energy detection and never decodes the primary signal, thereby removing…”
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Pool-based Active Learning as Noisy Lossy Compression: Characterizing Label Complexity via Finite Blocklength Analysis by Sugiyama, Kosuke, Uchida, Masato

Table of Contents: “… to noisy symbol observations, data selection to compression, and learning to decoding. This correspondence…”
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Non-binary LDPC codes for Data Storage by Bocharova, Irina, Kudryashov, Boris, Hollmann, Henk D. L., Skachek, Vitaly

Table of Contents: “… of regular non-binary LDPC codes under maximum-likelihood decoding. An algorithm for finding the ultimate…”
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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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