Resultados de búsqueda - decoding (Algorithmssicics OR (algorithm OR algorithm))

Improving Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architectures por Zhang, Huijie, Lu, Yifu, Alkhouri, Ismail, Ravishankar, Saiprasad, Song, Dogyoon, Qu, Qing

Tabla de Contenidos: “… involves segmenting the time interval into multiple stages where we employ custom multi-decoder U-net…”
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Review of Deep Representation Learning Techniques for Brain-Computer Interfaces and Recommendations por Guetschel, Pierre, Ahmadi, Sara, Tangermann, Michael

Tabla de Contenidos: “… for BCI decoding, to provide a comprehensive analysis of the current state-of-the-art. Each article…”
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Multi-Task Decision-Making for Multi-User 360 Video Processing over Wireless Networks por Badnava, Babak, Chakareski, Jacob, Hashemi, Morteza

Tabla de Contenidos: “… and offer computing assistance for decoding/rendering of video frames. However, this comes at the expense…”
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Semantic-CC: Boosting Remote Sensing Image Change Captioning via Foundational Knowledge and Semantic Guidance por Zhu, Yongshuo, Li, Lu, Chen, Keyan, Liu, Chenyang, Zhou, Fugen, Shi, Zhenwei

Tabla de Contenidos: “…. Semantic-CC alleviates the dependency of high-generalization algorithms on extensive annotations…”
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Enhanced Parking Perception by Multi-Task Fisheye Cross-view Transformers por Musabini, Antonyo, Novikov, Ivan, Soula, Sana, Leonet, Christel, Wang, Lihao, Benmokhtar, Rachid, Burger, Fabian, Boulay, Thomas, Perrotton, Xavier

Tabla de Contenidos: “…Current parking area perception algorithms primarily focus on detecting vacant slots within a…”
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MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training por Li, Chengyin, Zhu, Hui, Sultan, Rafi Ibn, Ebadian, Hassan Bagher, Khanduri, Prashant, Indrin, Chetty, Thind, Kundan, Zhu, Dongxiao

Tabla de Contenidos: “… and Magnetic Resonance (MR) images. This heterogeneity challenges automatic segmentation algorithms to maintain…”
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Online Adaptation for Myographic Control of Natural Dexterous Hand and Finger Movements por Betthauser, Joseph L., Greene, Rebecca, Dhawan, Ananya, Krall, John T., Hunt, Christopher L., Levay, Gyorgy, Kaliki, Rahul R., Fifer, Matthew S., Sikdar, Siddhartha, Thakor, Nitish V.

Tabla de Contenidos: “…One of the most elusive goals in myographic prosthesis control is the ability to reliably decode…”
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Joint Detection and Decoding: A Graph Neural Network Approach por Clausius, Jannis, Rübenacke, Marvin, Tandler, Daniel, Brink, Stephan ten

Tabla de Contenidos: “… be used to perform joint detection and decoding (JDD). For detection, the GNN is build upon the factor…”
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An Analytical Study of the Min-Sum Approximation for Polar Codes por Chisnevski, Nir, Tal, Ido, Shamai, Shlomo

Tabla de Contenidos: “…The min-sum approximation is widely used in the decoding of polar codes. Although it is a numerical…”
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KVShare: An LLM Service System with Efficient and Effective Multi-Tenant KV Cache Reuse por Yang, Huan, Zhang, Renji, Huang, Mingzhe, Wang, Weijun, Tang, Yin, Li, Yuanchun, Liu, Yunxin, Zhang, Deyu

Tabla de Contenidos: “… and the attention deviations introduced by new tokens during the decoding stage. In this paper, we present a KV…”
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GASCADE: Grouped Summarization of Adverse Drug Event for Enhanced Cancer Pharmacovigilance por Jamil, Sofia, Dabad, Aryan, Reddy, Bollampalli Areen, Saha, Sriparna, Misra, Rajiv, Shakur, Adil A.

Tabla de Contenidos: “… extraction capabilities of Large Language Models (LLMs) with the summarization power of the encoder-decoder…”
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HAMburger: Accelerating LLM Inference via Token Smashing por Liu, Jingyu, Zhang, Ce

Tabla de Contenidos: “… optimization on algorithms, systems, and hardware. However, very few works have fundamentally changed…”
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Branch-and-bound method for calculating Viterbi path in triplet Markov models por Soop, Oskar, Lember, Jüri

Tabla de Contenidos: “…$ is Markov chain, then such path can be efficiently found using the celebrated Viterbi algorithm. However…”
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OpenZL: A Graph-Based Model for Compression por Collet, Yann, Terrell, Nick, Handte, W. Felix, Rozenblit, Danielle, Zhang, Victor, Zhang, Kevin, Goldschlag, Yaelle, Lee, Jennifer, Gorokhovsky, Elliot, Komornik, Yonatan, Riegel, Daniel, Angelov, Stan, Rotem, Nadav

Tabla de Contenidos: “… throughput and low resource utilization. In practice, application-specific compression algorithms…”
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Decoupling Task-Solving and Output Formatting in LLM Generation por Deng, Haikang, Kung, Po-Nien, Peng, Nanyun

Tabla de Contenidos: “… aspects could lead to improved performance. To this front, we introduce Deco-G, a decoding framework…”
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AndesVL Technical Report: An Efficient Mobile-side Multimodal Large Language Model por Jin, Zhiwei, Song, Xiaohui, Wang, Nan, Liu, Yafei, Li, Chao, Li, Xin, Wang, Ruichen, Li, Zhihao, Qi, Qi, Cheng, Long, Hao, Dongze, Zheng, Quanlong, Zhang, Yanhao, Ji, Haobo, Ma, Jian, Zheng, Zhitong, Lin, Zhenyi, Deng, Haolin, Zou, Xin, Yin, Xiaojie, Wang, Ruilin, Cai, Liankai, Liu, Haijing, Qiu, Yuqing, Chen, Ke, Li, Zixian, Xie, Chi, Li, Huafei, Li, Chenxing, Wang, Chuangchuang, Tang, Kai, Zhu, Zhiguang, Tang, Kai, Gao, Wenmei, Wang, Rui, Wu, Jun, Liu, Chao, Xie, Qin, Chen, Chen, Lu, Haonan

Tabla de Contenidos: “… of AndesVL. Moreover, utilizing our cache eviction algorithm -- OKV -- along with customized speculative…”
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Mirror Speculative Decoding: Breaking the Serial Barrier in LLM Inference por Bhendawade, Nikhil, Nishu, Kumari, Kundu, Arnav, Bartels, Chris, Cho, Minsik, Belousova, Irina

Tabla de Contenidos: “…Speculative decoding accelerates LLM inference by using a draft model to look ahead, but gains…”
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A Preliminary Study on the Promises and Challenges of Native Top-$k$ Sparse Attention por Xiu, Di, Tang, Hongyin, Rong, Bolin, Yan, Lizhi, Wang, Jingang, Lu, Yifan, Cai, Xunliang

Tabla de Contenidos: “… into the effectiveness and theoretical mechanisms of the Top-$k$ Attention mechanism during both the decoding…”
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Scalable, Energy-Efficient Optical-Neural Architecture for Multiplexed Deepfake Video Detection por Kashani, Parnian Ghapandar, Chen, Shiqi, Ozcan, Aydogan

Tabla de Contenidos: “… on computationally intensive and energy-demanding inference algorithms, limiting their scalability. Here, we present…”
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Bioinspired Sensory Transduction for Magnetic Profile Recognition and Encryption por Ziyue Miao, Xichen Hu, Kai Liu, Shanming Hu, Guihua Yan, Hongwei Tan, Olli Ikkala, Zhong‐Peng Lv, Bo Peng

Tabla de Contenidos: “… signals. Machine learning algorithms decode the static and dynamic information with ∼100% and 87.5…”
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