Risultati della ricerca - decoding ((algorithmics OR algorithmssics) OR (algorithm OR (algorithm OR algorithm)))

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

Sommario: “... decoding algorithms and improves its ICL performance. We validate this phenomenon across pretrained models...”
Testo

Joint Sparse Graph for Enhanced MIMO-AFDM Receiver Design di Luo, Qu, Zhu, Jing, Liu, Zilong, Tang, Yanqun, Xiao, Pei, Chen, Gaojie, Shi, Jia

Sommario: “...) and expectation propagation (EP)-based algorithms are derived. As both VI-based detection and low-density parity...”
Testo

QUITS: A modular Qldpc code circUIT Simulator di Kang, Mingyu, Lin, Yingjia, Yao, Hanwen, Gökduman, Mert, Meinking, Arianna, Brown, Kenneth R.

Sommario: “... circuits, decoding algorithms, and noise models, enabling comprehensive and customizable studies...”
Testo

Optimal Reconstruction Codes with Given Reads in Multiple Burst-Substitutions Channels di Yu, Wenjun, Sun, Yubo, Xu, Zixiang, Ge, Gennian, Schwartz, Moshe

Sommario: “... of reads used in the reconstruction process, and the decoding list size. We show that over a channel...”
Testo

MIRANDA: short signatures from a leakage-free full-domain-hash scheme di Couvreur, Alain, Debris-Alazard, Thomas, Gaborit, Philippe, Vinçotte, Adrien

Sommario: “... algorithm relies on a decoding task where there is exactly one solution, there are many possible signatures...”
Testo

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding di 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

Sommario: “... training requirements, avoids expensive pre-computation passes, accelerates both prefill and decode across...”
Testo

Entropy-Aligned Decoding of LMs for Better Writing and Reasoning di Ahmed, Kareem, Singh, Sameer

Sommario: “... distribution. Still, vanilla random sampling from LMs yields low quality generations. Decoding algorithms...”
Testo

HIPPO: Accelerating Video Large Language Models Inference via Holistic-aware Parallel Speculative Decoding di Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

Sommario: “...Speculative decoding (SD) has emerged as a promising approach to accelerate LLM inference without...”
Testo

DART: Diffusion-Inspired Speculative Decoding for Fast LLM Inference di Liu, Fuliang, Li, Xue, Zhao, Ketai, Gao, Yinxi, Zhou, Ziyan, Zhang, Zhonghui, Wang, Zhibin, Dou, Wanchun, Zhong, Sheng, Tian, Chen

Sommario: “...Speculative decoding is an effective and lossless approach for accelerating LLM inference. However...”
Testo

Stochastic Indexing Primitives for Non-Deterministic Molecular Archives di Alpay, Faruk, Sarioglu, Levent

Sommario: “... and superposes bindings across all records. A query decodes by correlating the memory with the query key...”
Testo

Inducing Sustained Creativity and Diversity in Large Language Models di Luo, Queenie, King, Gary, Puett, Michael, Smith, Michael D.

Sommario: “.... The algorithm unlocks an LLM's vast knowledge, both orthodox and heterodox, well beyond modal decoding paths...”
Testo

Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects di Zhang, Jun, Ji, Yicheng, Ren, Feiyang, Li, Yihang, Zeng, Bowen, Chen, Zonghao, Chen, Ke, Shou, Lidan, Chen, Gang, Li, Huan

Sommario: “... structured around the inference lifecycle, consisting of encoding, prefilling, and decoding. Unlike prior...”
Testo

Sparse linear array synthesis using artificial neural network and nonconvex optimization di Hanyu Li, Haijing Zhou, Cheng Liao

Sommario: “... networks (ANNs), a more efficient encoder–decoding ANN framework is proposed in this letter for designing...”
Testo

Radiation‐Induced Fault Detection in Superconducting Quantum Devices di Marzio Vallero, Gioele Casagranda, Flavio Vella, Paolo Rech

Sommario: “... methods to complement QEC. In this paper, the first algorithm to effectively exploit syndrome information...”
Testo

Artificial Intelligence-Assisted Visualized Microspheres for Biochemical Analysis: From Encoding to Decoding. di Zhou, Yang, Lu, Peng, Chen, Yiping

Sommario: “... concentrations through the special AI decoding algorithm. Furthermore, we introduce portable optical imaging...”
Testo

PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities di Zilberg, Daniel, Levie, Ron

Sommario: “... as a graph autoencoder: nodes are embedded into a code space by an algorithm that maximizes the log...”
Testo

Entanglement-Assisted Quantum Quasi-Cyclic LDPC Codes with Transversal Logical Operators di Kumar, Pavan, Sharma, Abhi Kumar, Garani, Shayan Srinivasa

Sommario: “... noise actions. Employing a modified sum-product decoding algorithm over a quaternary alphabet, we...”
Testo

A Novel Brain-Computer Interface Architecture: The Brain-Muscle-Hand Interface for replicating the motor pathway di Ye, Sun, Cuiming, Zuo, Rui, Zhang, Bin, Shi, Yajing, Pang, Lingyun, Gao, Bowei, Zhao, Jing, Wang, Dezhong, Yao, Gang, Liu

Sommario: “... cortical signals and classification-based decoding algorithms, which often result in low signal fidelity...”
Testo

ChineseEEG-2: An EEG Dataset for Multimodal Semantic Alignment and Neural Decoding during Reading and Listening di Chen, Sitong, Li, Beiqianyi, He, Cuilin, Li, Dongyang, Wu, Mingyang, Shen, Xinke, Wang, Song, Wei, Xuetao, Wang, Xindi, Wu, Haiyan, Liu, Quanying

Sommario: “... benchmarking of neural decoding algorithms and promotes brain-LLM alignment under multimodal language tasks...”
Testo

Constrained Decoding of Diffusion LLMs with Context-Free Grammars di Mündler, Niels, Dekoninck, Jasper, Vechev, Martin

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