Search Results - decoding ((algorithmics OR algorithmssic) OR algorithm)

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

Table of Contents: “… 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 by Guetschel, Pierre, Ahmadi, Sara, Tangermann, Michael

Table of Contents: “… 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 by Badnava, Babak, Chakareski, Jacob, Hashemi, Morteza

Table of Contents: “… 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 by Zhu, Yongshuo, Li, Lu, Chen, Keyan, Liu, Chenyang, Zhou, Fugen, Shi, Zhenwei

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

Table of Contents: “…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 by Li, Chengyin, Zhu, Hui, Sultan, Rafi Ibn, Ebadian, Hassan Bagher, Khanduri, Prashant, Indrin, Chetty, Thind, Kundan, Zhu, Dongxiao

Table of Contents: “… 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 by 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 of Contents: “…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 by Clausius, Jannis, Rübenacke, Marvin, Tandler, Daniel, Brink, Stephan ten

Table of Contents: “… 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 by Chisnevski, Nir, Tal, Ido, Shamai, Shlomo

Table of Contents: “…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 by Yang, Huan, Zhang, Renji, Huang, Mingzhe, Wang, Weijun, Tang, Yin, Li, Yuanchun, Liu, Yunxin, Zhang, Deyu

Table of Contents: “… 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 by Jamil, Sofia, Dabad, Aryan, Reddy, Bollampalli Areen, Saha, Sriparna, Misra, Rajiv, Shakur, Adil A.

Table of Contents: “… 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 by Liu, Jingyu, Zhang, Ce

Table of Contents: “… 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 by Soop, Oskar, Lember, Jüri

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

Table of Contents: “… 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 by 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 of Contents: “… 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 by Bhendawade, Nikhil, Nishu, Kumari, Kundu, Arnav, Bartels, Chris, Cho, Minsik, Belousova, Irina

Table of Contents: “…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 by Xiu, Di, Tang, Hongyin, Rong, Bolin, Yan, Lizhi, Wang, Jingang, Lu, Yifan, Cai, Xunliang

Table of Contents: “… 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 by Kashani, Parnian Ghapandar, Chen, Shiqi, Ozcan, Aydogan

Table of Contents: “… 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 by Ziyue Miao, Xichen Hu, Kai Liu, Shanming Hu, Guihua Yan, Hongwei Tan, Olli Ikkala, Zhong‐Peng Lv, Bo Peng

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