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

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

Table des matières: “… 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 par Guetschel, Pierre, Ahmadi, Sara, Tangermann, Michael

Table des matières: “… 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 par Badnava, Babak, Chakareski, Jacob, Hashemi, Morteza

Table des matières: “… 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 par Zhu, Yongshuo, Li, Lu, Chen, Keyan, Liu, Chenyang, Zhou, Fugen, Shi, Zhenwei

Table des matières: “…. 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 par Musabini, Antonyo, Novikov, Ivan, Soula, Sana, Leonet, Christel, Wang, Lihao, Benmokhtar, Rachid, Burger, Fabian, Boulay, Thomas, Perrotton, Xavier

Table des matières: “…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 par Li, Chengyin, Zhu, Hui, Sultan, Rafi Ibn, Ebadian, Hassan Bagher, Khanduri, Prashant, Indrin, Chetty, Thind, Kundan, Zhu, Dongxiao

Table des matières: “… 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 par 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.

Table des matières: “…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 par Clausius, Jannis, Rübenacke, Marvin, Tandler, Daniel, Brink, Stephan ten

Table des matières: “… 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 par Chisnevski, Nir, Tal, Ido, Shamai, Shlomo

Table des matières: “…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 par Yang, Huan, Zhang, Renji, Huang, Mingzhe, Wang, Weijun, Tang, Yin, Li, Yuanchun, Liu, Yunxin, Zhang, Deyu

Table des matières: “… 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 par Jamil, Sofia, Dabad, Aryan, Reddy, Bollampalli Areen, Saha, Sriparna, Misra, Rajiv, Shakur, Adil A.

Table des matières: “… 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 par Liu, Jingyu, Zhang, Ce

Table des matières: “… 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 par Soop, Oskar, Lember, Jüri

Table des matières: “…$ 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 par 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

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

Table des matières: “… 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 par 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

Table des matières: “… 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 par Bhendawade, Nikhil, Nishu, Kumari, Kundu, Arnav, Bartels, Chris, Cho, Minsik, Belousova, Irina

Table des matières: “…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 par Xiu, Di, Tang, Hongyin, Rong, Bolin, Yan, Lizhi, Wang, Jingang, Lu, Yifan, Cai, Xunliang

Table des matières: “… 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 par Kashani, Parnian Ghapandar, Chen, Shiqi, Ozcan, Aydogan

Table des matières: “… 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 par Ziyue Miao, Xichen Hu, Kai Liu, Shanming Hu, Guihua Yan, Hongwei Tan, Olli Ikkala, Zhong‐Peng Lv, Bo Peng

Table des matières: “… signals. Machine learning algorithms decode the static and dynamic information with ∼100% and 87.5…”
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