Résultats de la recherche - decoding ((algorithmics OR (Algorithmsssics OR Algorithmsssics)) OR (algorithm OR algorithm))

MMSpec: Benchmarking Speculative Decoding for Vision-Language Models par 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 des matières: “… 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 par He, Minghua, Zhang, Lingzhe, Liu, Yuan, Zhou, Xiao, Liu, Aiwei

Table des matières: “… 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 par Chatzigeorgiou, Ioannis, Savostyanov, Dmitry

Table des matières: “… 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 par Huang, Ziwei, Zhou, Jianan, Cao, Zhiguang, Xu, Yixin

Table des matières: “…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 par Pacenti, Michele, Chytas, Dimitris, Vasic, Bane

Table des matières: “… 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 par Zhou, Yuyan, Hou, Kai Syun, Chen, Weiyu, Kwok, James

Table des matières: “… 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 par Freeman, Andrew C., Mayer-Patel, Ketan, Singh, Montek

Table des matières: “… 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 par Han, Yuxing, Ding, Yunan, Gan, Chen Ye, Wen, Jiangtao

Table des matières: “… 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 par Ma, Hyunjun, Kim, Jin-soo, Choe, Jong-Ho, Park, Q-Han

Table des matières: “… 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 par Duan, Yiheng, Wu, Tong, Chen, Zhiyong, Tao, Meixia

Table des matières: “… 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 par Li, Changze, Ji, Ziheng, Chen, Zhe, Qin, Tong, Yang, Ming

Table des matières: “… 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 par Sen, Jaydip, Pandey, Rohit, Waghela, Hetvi

Table des matières: “…, 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 par 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 des matières: “… 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 par Cai, Shu, Liu, Ya-Feng, Zhan, Jun, Zhang, Qi

Table des matières: “… 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 par Sugiyama, Kosuke, Uchida, Masato

Table des matières: “… 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 par Bocharova, Irina, Kudryashov, Boris, Hollmann, Henk D. L., Skachek, Vitaly

Table des matières: “… 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 par Chen, Ziyi, Yang, Xiaocong, Lin, Jiacheng, Sun, Chenkai, Chang, Kevin Chen-Chuan, Huang, Jie

Table des matières: “…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 par Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

Table des matières: “…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 par Bu, Hyungjune, Jung, Chanjoo, Kang, Minjae, Kim, Jaehyung

Table des matières: “… 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 par Dubin, Oren, Oz, Noam, Ron-Zewi, Noga

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