Search Results - decoding ((Algorithmsssicsics OR algorithm) OR (algorithm OR (algorithm OR algorithm)))

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

Table of Contents: “… 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 by Luo, Qu, Zhu, Jing, Liu, Zilong, Tang, Yanqun, Xiao, Pei, Chen, Gaojie, Shi, Jia

Table of Contents: “…) 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 by Kang, Mingyu, Lin, Yingjia, Yao, Hanwen, Gökduman, Mert, Meinking, Arianna, Brown, Kenneth R.

Table of Contents: “… 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 by Yu, Wenjun, Sun, Yubo, Xu, Zixiang, Ge, Gennian, Schwartz, Moshe

Table of Contents: “… 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 by Couvreur, Alain, Debris-Alazard, Thomas, Gaborit, Philippe, Vinçotte, Adrien

Table of Contents: “… 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 by 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

Table of Contents: “… 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 by Ahmed, Kareem, Singh, Sameer

Table of Contents: “… 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 by Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

Table of Contents: “…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 by Liu, Fuliang, Li, Xue, Zhao, Ketai, Gao, Yinxi, Zhou, Ziyan, Zhang, Zhonghui, Wang, Zhibin, Dou, Wanchun, Zhong, Sheng, Tian, Chen

Table of Contents: “…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 by Alpay, Faruk, Sarioglu, Levent

Table of Contents: “… 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 by Luo, Queenie, King, Gary, Puett, Michael, Smith, Michael D.

Table of Contents: “…. 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 by Zhang, Jun, Ji, Yicheng, Ren, Feiyang, Li, Yihang, Zeng, Bowen, Chen, Zonghao, Chen, Ke, Shou, Lidan, Chen, Gang, Li, Huan

Table of Contents: “… 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 by Hanyu Li, Haijing Zhou, Cheng Liao

Table of Contents: “… 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 by Marzio Vallero, Gioele Casagranda, Flavio Vella, Paolo Rech

Table of Contents: “… 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. by Zhou, Yang, Lu, Peng, Chen, Yiping

Table of Contents: “… 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 by Zilberg, Daniel, Levie, Ron

Table of Contents: “… 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 by Kumar, Pavan, Sharma, Abhi Kumar, Garani, Shayan Srinivasa

Table of Contents: “… 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 by Ye, Sun, Cuiming, Zuo, Rui, Zhang, Bin, Shi, Yajing, Pang, Lingyun, Gao, Bowei, Zhao, Jing, Wang, Dezhong, Yao, Gang, Liu

Table of Contents: “… 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 by Chen, Sitong, Li, Beiqianyi, He, Cuilin, Li, Dongyang, Wu, Mingyang, Shen, Xinke, Wang, Song, Wei, Xuetao, Wang, Xindi, Wu, Haiyan, Liu, Quanying

Table of Contents: “… 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 by Mündler, Niels, Dekoninck, Jasper, Vechev, Martin

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