Risultati della ricerca - decoding ((algorithm OR Algorithmsssic) OR (algorithmics OR algorithmics))

MMSpec: Benchmarking Speculative Decoding for Vision-Language Models di 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

Sommario: “... representative speculative decoding algorithms under a unified evaluation framework. Our study reveals three key...”
Testo

How Much Parallelism Is "Free"? A Principle of Near-Free Parallelism for Parallel Decoding di He, Minghua, Zhang, Lingzhe, Liu, Yuan, Zhou, Xiao, Liu, Aiwei

Sommario: “... 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 di Chatzigeorgiou, Ioannis, Savostyanov, Dmitry

Sommario: “... 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 di Huang, Ziwei, Zhou, Jianan, Cao, Zhiguang, Xu, Yixin

Sommario: “...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 di Pacenti, Michele, Chytas, Dimitris, Vasic, Bane

Sommario: “... 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 di Zhou, Yuyan, Hou, Kai Syun, Chen, Weiyu, Kwok, James

Sommario: “... this theoretical insight in a new training-free decoding algorithm, termed Attn-Sampler, and further propose a...”
Testo

Accelerated Event-Based Feature Detection and Compression for Surveillance Video Systems di Freeman, Andrew C., Mayer-Patel, Ketan, Singh, Montek

Sommario: “... 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 di Han, Yuxing, Ding, Yunan, Gan, Chen Ye, Wen, Jiangtao

Sommario: “... for bitstream decoding. To validate our approach, we built a comprehensive data set comprising over 29,000...”
Testo

Deep-learning-assisted reconfigurable metasurface antenna for real-time holographic beam steering di Ma, Hyunjun, Kim, Jin-soo, Choe, Jong-Ho, Park, Q-Han

Sommario: “... 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 di Duan, Yiheng, Wu, Tong, Chen, Zhiyong, Tao, Meixia

Sommario: “... encoding and decoding, which lacks exploration of signal distribution. To leverage the potential of signal...”
Testo

ParkingE2E: Camera-based End-to-end Parking Network, from Images to Planning di Li, Changze, Ji, Ziheng, Chen, Zhe, Qin, Tong, Yang, Ming

Sommario: “... 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 di Sen, Jaydip, Pandey, Rohit, Waghela, Hetvi

Sommario: “..., and relevance remains challenging. Traditional decoding methods, such as bean search and top-k sampling, often...”
Testo

Accurate de novo sequencing of the modified proteome with OmniNovo di 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

Sommario: “... 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 di Cai, Shu, Liu, Ya-Feng, Zhan, Jun, Zhang, Qi

Sommario: “... 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 di Sugiyama, Kosuke, Uchida, Masato

Sommario: “... to noisy symbol observations, data selection to compression, and learning to decoding. This correspondence...”
Testo

Non-binary LDPC codes for Data Storage di Bocharova, Irina, Kudryashov, Boris, Hollmann, Henk D. L., Skachek, Vitaly

Sommario: “... 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 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...”
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