Suchergebnisse - decoding (algorithm OR (algorithmics OR Algorithmssics))

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

Inhaltsangabe: “… 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 von Guetschel, Pierre, Ahmadi, Sara, Tangermann, Michael

Inhaltsangabe: “… 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 von Badnava, Babak, Chakareski, Jacob, Hashemi, Morteza

Inhaltsangabe: “… 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 von Zhu, Yongshuo, Li, Lu, Chen, Keyan, Liu, Chenyang, Zhou, Fugen, Shi, Zhenwei

Inhaltsangabe: “… . 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 von Musabini, Antonyo, Novikov, Ivan, Soula, Sana, Leonet, Christel, Wang, Lihao, Benmokhtar, Rachid, Burger, Fabian, Boulay, Thomas, Perrotton, Xavier

Inhaltsangabe: “… 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 von Li, Chengyin, Zhu, Hui, Sultan, Rafi Ibn, Ebadian, Hassan Bagher, Khanduri, Prashant, Indrin, Chetty, Thind, Kundan, Zhu, Dongxiao

Inhaltsangabe: “… 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 von 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.

Inhaltsangabe: “… 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 von Clausius, Jannis, Rübenacke, Marvin, Tandler, Daniel, Brink, Stephan ten

Inhaltsangabe: “… 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 von Chisnevski, Nir, Tal, Ido, Shamai, Shlomo

Inhaltsangabe: “… 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 von Yang, Huan, Zhang, Renji, Huang, Mingzhe, Wang, Weijun, Tang, Yin, Li, Yuanchun, Liu, Yunxin, Zhang, Deyu

Inhaltsangabe: “… 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 von Jamil, Sofia, Dabad, Aryan, Reddy, Bollampalli Areen, Saha, Sriparna, Misra, Rajiv, Shakur, Adil A.

Inhaltsangabe: “… 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 von Liu, Jingyu, Zhang, Ce

Inhaltsangabe: “… 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 von Soop, Oskar, Lember, Jüri

Inhaltsangabe: “… $ 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 von 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

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

Inhaltsangabe: “… 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 von 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

Inhaltsangabe: “… 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 von Bhendawade, Nikhil, Nishu, Kumari, Kundu, Arnav, Bartels, Chris, Cho, Minsik, Belousova, Irina

Inhaltsangabe: “… 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 von Xiu, Di, Tang, Hongyin, Rong, Bolin, Yan, Lizhi, Wang, Jingang, Lu, Yifan, Cai, Xunliang

Inhaltsangabe: “… 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 von Kashani, Parnian Ghapandar, Chen, Shiqi, Ozcan, Aydogan

Inhaltsangabe: “… 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 von Ziyue Miao, Xichen Hu, Kai Liu, Shanming Hu, Guihua Yan, Hongwei Tan, Olli Ikkala, Zhong‐Peng Lv, Bo Peng

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