Risultati della ricerca - decoding ((Algorithmssicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

Volume-Wise Task fMRI Decoding with Deep Learning:Enhancing Temporal Resolution and Cognitive Function Analysis di Wu, Yueyang, Yang, Sinan, Wang, Yanming, He, Jiajie, Pathan, Muhammad Mohsin, Qiu, Bensheng, Wang, Xiaoxiao

Sommario: “... (tfMRI) decoding has led to significant advancements. However,most studies remain constrained...”
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Uncovering the EEG Temporal Representation of Low-dimensional Object Properties di Tang, Jiahua, Wang, Song, Zou, Jiachen, Wei, Chen, Liu, Quanying

Sommario: “... gap, we propose a novel approach that integrates advanced neural decoding algorithms to systematically...”
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Spec-LLaVA: Accelerating Vision-Language Models with Dynamic Tree-Based Speculative Decoding di Huo, Mingxiao, Zhang, Jiayi, Wang, Hewei, Xu, Jinfeng, Chen, Zheyu, Tai, Huilin, Chen, Yijun

Sommario: “... that applies speculative decoding to accelerate VLMs without sacrificing output quality. Spec-LLaVA pairs a...”
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MoCom: Motion-based Inter-MAV Visual Communication Using Event Vision and Spiking Neural Networks di Nengbo, Zhang, Ho, Hann Woei, Zhou, Ye

Sommario: “.... An integrated decoding algorithm then combines segmentation and classification to robustly interpret MAV motion...”
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Not-a-Bandit: Provably No-Regret Drafter Selection in Speculative Decoding for LLMs di Liu, Hongyi, Huang, Jiaji, Jia, Zhen, Park, Youngsuk, Wang, Yu-Xiang

Sommario: “...Speculative decoding is widely used in accelerating large language model (LLM) inference...”
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In situ calibration of unitary operations during quantum error correction di Kunjummen, Jonathan, Taylor, Jacob M.

Sommario: “...Quantum error correction uses the measurement of syndromes and classical decoding algorithms...”
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Dynamic Sparse Attention: Access Patterns and Architecture di Levy, Noam

Sommario: “..., which can translate into poor cache locality and stalled decode throughput. We study these effects...”
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Continual Pre-training of MoEs: How robust is your router? di Thérien, Benjamin, Joseph, Charles-Étienne, Sarwar, Zain, Panda, Ashwinee, Das, Anirban, Zhang, Shi-Xiong, Rawls, Stephen, Sahu, Sambit, Belilovsky, Eugene, Rish, Irina

Sommario: “... of decoder-only MoE transformers, however, it is unclear how the routing algorithm will impact continual pre...”
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The Stability of Low-Density Parity-Check Codes and Some of Its Consequences di Liu, Wei, Urbanke, Rüdiger

Sommario: “...-achieving codes under low-complexity decoding algorithms, where universality refers to the fact that we...”
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Generative Decoding for Quantum Error-correcting Codes di Cao, Hanyan, Pan, Feng, Feng, Dongyang, Wang, Yijia, Zhang, Pan

Sommario: “..., and the large space for logical operators in high-rate codes. In this work, we propose a decoding algorithm...”
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The Long Delay to Arithmetic Generalization: When Learned Representations Outrun Behavior di Gonzalez, Laura Gomezjurado

Sommario: “...Grokking in transformers trained on algorithmic tasks is characterized by a long delay between...”
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AI-Enabled Decoding of Qubit Loss for Quantum Error-Correcting Codes di Wang, Yuqing, Nie, Xiaotian, Dai, Jiale, Ni, Zhongyi, Zhang, Tao, Zhai, Hui, Chen, Linghui

Sommario: “... the traditional minimum-weight perfect matching (MWPM) algorithm and even delayed-erasure MWPM decoders that use...”
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Enhanced Physical Layer Security for Full-duplex Symbiotic Radio with AN Generation and Forward Noise Suppression di Jin, Chi, Chang, Zheng, Hu, Fengye, Chen, Hsiao-Hwa, Hamalainen, Timo

Sommario: “...-decoding and artificial noise (AN) injection to ensure the performance of legitimate communications through...”
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Mitigating Large Language Model Hallucination with Faithful Finetuning di Hu, Minda, He, Bowei, Wang, Yufei, Li, Liangyou, Ma, Chen, King, Irwin

Sommario: “... this issue through representation editing and decoding algorithms, reducing hallucinations without major...”
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Anatomy-guided Pathology Segmentation di Jaus, Alexander, Seibold, Constantin, Reiß, Simon, Heine, Lukas, Schily, Anton, Kim, Moon, Bahnsen, Fin Hendrik, Herrmann, Ken, Stiefelhagen, Rainer, Kleesiek, Jens

Sommario: “... algorithms specialize in recognizing either one of the two, rarely considering the patient's body from such a...”
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Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping di Zhu, Wenhao, Liu, Sizhe, Huang, Shujian, She, Shuaijie, Wendler, Chris, Chen, Jiajun

Sommario: “... and final output. In this work, we propose an improved contrastive decoding algorithm that is effective...”
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On the Impact of Bounded Rationality in Strategic Data Gathering di Anand, Anju, Akyol, Emrah

Sommario: “... strategic agent that believes everyone else is a non-strategic agent and that the decoder also believes...”
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Joint Power and Bit Allocation for Precoded Massive MIMO Channels di Liu, Shuiyin, Sakzad, Amin

Sommario: “... substantial computational savings. To support practical deployment, we develop a bit-allocation algorithm...”
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Spectral Journey: How Transformers Predict the Shortest Path di Cohen, Andrew, Gromov, Andrey, Yang, Kaiyu, Tian, Yuandong

Sommario: “... the learned representations and reverse-engineer the computation performed internally. We study decoder-only...”
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DINGO: Constrained Inference for Diffusion LLMs di Suresh, Tarun, Banerjee, Debangshu, Ugare, Shubham, Misailovic, Sasa, Singh, Gagandeep

Sommario: “.... This parallelism makes traditional constrained decoding algorithms, which are designed for sequential token...”
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