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

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

Table des matières: “… 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 par Luo, Qu, Zhu, Jing, Liu, Zilong, Tang, Yanqun, Xiao, Pei, Chen, Gaojie, Shi, Jia

Table des matières: “…) 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 par Kang, Mingyu, Lin, Yingjia, Yao, Hanwen, Gökduman, Mert, Meinking, Arianna, Brown, Kenneth R.

Table des matières: “… 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 par Yu, Wenjun, Sun, Yubo, Xu, Zixiang, Ge, Gennian, Schwartz, Moshe

Table des matières: “… 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 par Couvreur, Alain, Debris-Alazard, Thomas, Gaborit, Philippe, Vinçotte, Adrien

Table des matières: “… 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 par 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 des matières: “… 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 par Ahmed, Kareem, Singh, Sameer

Table des matières: “… 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 par Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

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

Table des matières: “…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 par Alpay, Faruk, Sarioglu, Levent

Table des matières: “… 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 par Luo, Queenie, King, Gary, Puett, Michael, Smith, Michael D.

Table des matières: “…. 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 par Zhang, Jun, Ji, Yicheng, Ren, Feiyang, Li, Yihang, Zeng, Bowen, Chen, Zonghao, Chen, Ke, Shou, Lidan, Chen, Gang, Li, Huan

Table des matières: “… 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 par Hanyu Li, Haijing Zhou, Cheng Liao

Table des matières: “… 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 par Marzio Vallero, Gioele Casagranda, Flavio Vella, Paolo Rech

Table des matières: “… 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. par Zhou, Yang, Lu, Peng, Chen, Yiping

Table des matières: “… 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 par Zilberg, Daniel, Levie, Ron

Table des matières: “… 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 par Kumar, Pavan, Sharma, Abhi Kumar, Garani, Shayan Srinivasa

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

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

Table des matières: “… 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 par Mündler, Niels, Dekoninck, Jasper, Vechev, Martin

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