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

Optimizing Medical Image Segmentation with Advanced Decoder Design di Yang, Weibin, Dong, Zhiqi, Xu, Mingyuan, Xu, Longwei, Geng, Dehua, Li, Yusong, Wang, Pengwei

Sommario: “... on the encoder, overlooking the crucial role of the decoder in optimizing segmentation details. This design...”
Testo

END$^2$: Robust Dual-Decoder Watermarking Framework Against Non-Differentiable Distortions di Sun, Nan, Fang, Han, Lu, Yuxing, Zhao, Chengxin, Ling, Hefei

Sommario: “... into training, we propose a novel dual-decoder architecture (END$^2$). Unlike conventional END architecture, our...”
Testo

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...”
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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...”
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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

Latent Modulated Function for Computational Optimal Continuous Image Representation di He, Zongyao, Jin, Zhi

Sommario: “... MLP to decode Low-Resolution (LR) features. However, these continuous image representations typically...”
Testo

AlphaViT: A flexible game-playing AI for multiple games and variable board sizes di Fujita, Kazuhisa

Sommario: “... framework: AlphaViT, AlphaViD (AlphaViT with a transformer decoder), and AlphaVDA (AlphaViD with learnable...”
Testo

A*-Decoding: Token-Efficient Inference Scaling di Chatziveroglou, Giannis

Sommario: “... inference. In this work, we introduce A*-decoding, a search-based inference-time strategy that builds...”
Testo

ControlIt: A Universal Framework for Translational, Adaptive, and Online Brain–Computer Interfaces di Wanlin Yang, Chenyang Li, Xinxiu Xu, Xindong Wang, Yongcheng Guo, Xiaoke Chai, Tianqin Cao, Jiuxiang Song, Nan Wang, Xueming Zhang, Yi Yang, Cong Zheng, He Cui

Sommario: “... that supports efficient translation across diverse neural signals and decoding algorithms from offline decoding...”
Testo