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

Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective von Han, Seungwook, Song, Jinyeop, Gore, Jeff, Agrawal, Pulkit

Inhaltsangabe: “… decoding algorithms and improves its ICL performance. We validate this phenomenon across pretrained models …”
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Joint Sparse Graph for Enhanced MIMO-AFDM Receiver Design von Luo, Qu, Zhu, Jing, Liu, Zilong, Tang, Yanqun, Xiao, Pei, Chen, Gaojie, Shi, Jia

Inhaltsangabe: “… ) and expectation propagation (EP)-based algorithms are derived. As both VI-based detection and low-density parity …”
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QUITS: A modular Qldpc code circUIT Simulator von Kang, Mingyu, Lin, Yingjia, Yao, Hanwen, Gökduman, Mert, Meinking, Arianna, Brown, Kenneth R.

Inhaltsangabe: “… circuits, decoding algorithms, and noise models, enabling comprehensive and customizable studies …”
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Optimal Reconstruction Codes with Given Reads in Multiple Burst-Substitutions Channels von Yu, Wenjun, Sun, Yubo, Xu, Zixiang, Ge, Gennian, Schwartz, Moshe

Inhaltsangabe: “… of reads used in the reconstruction process, and the decoding list size. We show that over a channel …”
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MIRANDA: short signatures from a leakage-free full-domain-hash scheme von Couvreur, Alain, Debris-Alazard, Thomas, Gaborit, Philippe, Vinçotte, Adrien

Inhaltsangabe: “… algorithm relies on a decoding task where there is exactly one solution, there are many possible signatures …”
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BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding von Yuan, Jiayi, Shinn, Cameron, Xu, Kai, Cui, Jingze, Klimiashvili, George, Xiao, Guangxuan, Zheng, Perkz, Li, Bo, Zhou, Yuxin, Ye, Zhouhai, You, Weijie, Zheng, Tian, Brown, Dominic, Wang, Pengbo, Hoehnerbach, Markus, Cai, Richard, Demouth, Julien, Owens, John D., Hu, Xia, Han, Song, Liu, Timmy, Mao, Huizi

Inhaltsangabe: “… training requirements, avoids expensive pre-computation passes, accelerates both prefill and decode across …”
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Entropy-Aligned Decoding of LMs for Better Writing and Reasoning von Ahmed, Kareem, Singh, Sameer

Inhaltsangabe: “… distribution. Still, vanilla random sampling from LMs yields low quality generations. Decoding algorithms …”
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HIPPO: Accelerating Video Large Language Models Inference via Holistic-aware Parallel Speculative Decoding von Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

Inhaltsangabe: “… Speculative decoding (SD) has emerged as a promising approach to accelerate LLM inference without …”
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DART: Diffusion-Inspired Speculative Decoding for Fast LLM Inference von Liu, Fuliang, Li, Xue, Zhao, Ketai, Gao, Yinxi, Zhou, Ziyan, Zhang, Zhonghui, Wang, Zhibin, Dou, Wanchun, Zhong, Sheng, Tian, Chen

Inhaltsangabe: “… Speculative decoding is an effective and lossless approach for accelerating LLM inference. However …”
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Stochastic Indexing Primitives for Non-Deterministic Molecular Archives von Alpay, Faruk, Sarioglu, Levent

Inhaltsangabe: “… and superposes bindings across all records. A query decodes by correlating the memory with the query key …”
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Inducing Sustained Creativity and Diversity in Large Language Models von Luo, Queenie, King, Gary, Puett, Michael, Smith, Michael D.

Inhaltsangabe: “… . The algorithm unlocks an LLM's vast knowledge, both orthodox and heterodox, well beyond modal decoding paths …”
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Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects von Zhang, Jun, Ji, Yicheng, Ren, Feiyang, Li, Yihang, Zeng, Bowen, Chen, Zonghao, Chen, Ke, Shou, Lidan, Chen, Gang, Li, Huan

Inhaltsangabe: “… structured around the inference lifecycle, consisting of encoding, prefilling, and decoding. Unlike prior …”
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Sparse linear array synthesis using artificial neural network and nonconvex optimization von Hanyu Li, Haijing Zhou, Cheng Liao

Inhaltsangabe: “… networks (ANNs), a more efficient encoder–decoding ANN framework is proposed in this letter for designing …”
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Radiation‐Induced Fault Detection in Superconducting Quantum Devices von Marzio Vallero, Gioele Casagranda, Flavio Vella, Paolo Rech

Inhaltsangabe: “… methods to complement QEC. In this paper, the first algorithm to effectively exploit syndrome information …”
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Artificial Intelligence-Assisted Visualized Microspheres for Biochemical Analysis: From Encoding to Decoding. von Zhou, Yang, Lu, Peng, Chen, Yiping

Inhaltsangabe: “… concentrations through the special AI decoding algorithm. Furthermore, we introduce portable optical imaging …”
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PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities von Zilberg, Daniel, Levie, Ron

Inhaltsangabe: “… as a graph autoencoder: nodes are embedded into a code space by an algorithm that maximizes the log …”
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Entanglement-Assisted Quantum Quasi-Cyclic LDPC Codes with Transversal Logical Operators von Kumar, Pavan, Sharma, Abhi Kumar, Garani, Shayan Srinivasa

Inhaltsangabe: “… noise actions. Employing a modified sum-product decoding algorithm over a quaternary alphabet, we …”
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A Novel Brain-Computer Interface Architecture: The Brain-Muscle-Hand Interface for replicating the motor pathway von Ye, Sun, Cuiming, Zuo, Rui, Zhang, Bin, Shi, Yajing, Pang, Lingyun, Gao, Bowei, Zhao, Jing, Wang, Dezhong, Yao, Gang, Liu

Inhaltsangabe: “… cortical signals and classification-based decoding algorithms, which often result in low signal fidelity …”
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ChineseEEG-2: An EEG Dataset for Multimodal Semantic Alignment and Neural Decoding during Reading and Listening von Chen, Sitong, Li, Beiqianyi, He, Cuilin, Li, Dongyang, Wu, Mingyang, Shen, Xinke, Wang, Song, Wei, Xuetao, Wang, Xindi, Wu, Haiyan, Liu, Quanying

Inhaltsangabe: “… benchmarking of neural decoding algorithms and promotes brain-LLM alignment under multimodal language tasks …”
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Constrained Decoding of Diffusion LLMs with Context-Free Grammars von Mündler, Niels, Dekoninck, Jasper, Vechev, Martin

Inhaltsangabe: “… is not guaranteed to adhere to such formal languages. Prior work has proposed constrained decoding as a means …”
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