Risultati della ricerca - decoding (algorithm OR Algorithmsssic)

Retrofitting Large Language Models with Dynamic Tokenization di Feher, Darius, Vulić, Ivan, Minixhofer, Benjamin

Sommario: “... algorithm inspired by byte-pair encoding. We merge frequent subword sequences in a batch, then apply a pre...”
Testo

Continuous signal sparse encoding using analog neuromorphic variability di Costa, Filippo, De Luca, Chiara

Sommario: “.... While current spike-based encoding algorithms rely on complex networks or precise timing references...”
Testo

Delay Analysis of 5G HARQ in the Presence of Decoding and Feedback Latencies di Moothedath, Vishnu N, Seo, Sangwon, Petreska, Neda, Kloiber, Bernhard, Gross, James

Sommario: “... practical aspects such as decoding complexity, feedback delays, and the resulting need for multiple parallel...”
Testo

Beyond Shallow Behavior: Task-Efficient Value-Based Multi-Task Offline MARL via Skill Discovery di Wang, Xun, Li, Zhuoran, Zhong, Hai, Huang, Longbo

Sommario: “... and inefficiency. To address this issue, we propose a task-efficient value-based multi-task offline MARL algorithm...”
Testo

Guaranteed Conditional Diffusion: 3D Block-based Models for Scientific Data Compression di Lee, Jaemoon, Li, Xiao, Zhu, Liangji, Ranka, Sanjay, Rangarajan, Anand

Sommario: “...'' of content latent variables produced by the compressing module. After training, the denoising decoder...”
Testo

RT-DATR: Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Alignment di Lv, Feng, Li, Guoqing, Li, Jin, Xia, Chunlong

Sommario: “... transformer-based detectors has not yet been explored. Directly applying existing domain adaptation algorithms...”
Testo

Easz: An Agile Transformer-based Image Compression Framework for Resource-constrained IoTs di Mao, Yu, Li, Jingzong, Wang, Jun, Xu, Hong, Kuo, Tei-Wei, Guan, Nan, Xue, Chun Jason

Sommario: “... from its heavy encode-decode structures and inflexibility in switching between different compression...”
Testo

DNA Tails for Molecular Flash Memory di Sima, Jin, Pan, Chao, Tabatabaei, S. Kasra, Hernandez, Alvaro G., Schroeder, Charles M., Milenkovic, Olgica

Sommario: “... and accompanying encoding and decoding algorithms. ...”
Testo

Privacy-aware Berrut Approximated Coded Computing applied to general distributed learning di Martínez-Luaña, Xavier, Fernández-Veiga, Manuel, Díaz-Redondo, Rebeca P., Fernández-Vilas, Ana

Sommario: “... algorithms for centralized aggregation, secure distributed training with centralized data, and secure...”
Testo

Sequential Interval Passing for Compressed Sensing di Habib, Salman, Chou, Remi, Kim, Taejoon

Sommario: “...) and iterative message passing schemes. The interval passing algorithm (IPA) is an attractive CS approach due...”
Testo

Joint Error Correction and Fading Channel Estimation Enhancement Leveraging GRAND di Wiame, Charles, Duffy, Ken R., Médard, Muriel

Sommario: “... length or improving the estimation algorithm, we propose two new approaches based on Guessing Random...”
Testo

Collaborative Texture Filtering di Akenine-Möller, Tomas, Ebelin, Pontus, Pharr, Matt, Wronski, Bartlomiej

Sommario: “... substantially improves the quality of magnification filtering with STF by sharing decoded texel values between...”
Testo

3D surface profiling via photonic integrated geometric sensor di Zhang, Ziyao, Wang, Yizhi, Yao, Chunhui, Huang, Huiyu, Ma, Rui, Du, Xin, Zhang, Wanlu, Shi, Zhitian, Chen, Minjia, Yan, Ting, Ming, Liang, Ye, Yuxiao, Penty, Richard, Cheng, Qixiang

Sommario: “... the optical reflectance of the sample and decodes it with a neural network. This platform is free of complex...”
Testo

Toward Efficient SpMV in Sparse LLMs via Block Extraction and Compressed Storage di Lin, Junqing, Sun, Jingwei, Lu, Mingge, Sun, Guangzhong

Sommario: “... on workloads during the decoder phase with a batch size of one. Existing SpMV kernels and sparse matrix formats...”
Testo

Petri Net Modeling and Deadlock-Free Scheduling of Attachable Heterogeneous AGV Systems di Li, Boyu, Li, Zhengchen, Wu, Weimin, Zhou, Mengchu

Sommario: “...-shuttle synchronization. Based on Petri net theory, a firing-driven decoding method is proposed, along...”
Testo

Interpreting Fedspeak with Confidence: A LLM-Based Uncertainty-Aware Framework Guided by Monetary Policy Transmission Paths di Yao, Rui, Chai, Qi, Yao, Jinhai, Li, Siyuan, Chen, Junhao, Zhang, Qi, Wang, Hao

Sommario: “... challenge, with significant implications for financial forecasting, algorithmic trading, and data-driven...”
Testo

The Uneven Impact of Post-Training Quantization in Machine Translation di Marie, Benjamin, Fujita, Atsushi

Sommario: “... quantization techniques (AWQ, BitsAndBytes, GGUF, and AutoRound), showing that algorithm choice and model size...”
Testo

Nova: Real-Time Agentic Vision-Language Model Serving with Adaptive Cross-Stage Parallelization di Xu, Yuhang, Liu, Shengzhong, Zhang, Dong, Yan, Bingheng, Wu, Fan, Chen, Guihai

Sommario: “.... Our design begins by enabling effective pipelining across vision encode, LLM prefill, and LLM decode...”
Testo

T-POP: Test-Time Personalization with Online Preference Feedback di Qu, Zikun, Zhang, Min, Kong, Mingze, Li, Xiang, Shang, Zhiwei, Wang, Zhiyong, Ban, Yikun, Qiu, Shuang, Shu, Yao, Dai, Zhongxiang

Sommario: “... Feedback}), a novel algorithm that synergistically combines test-time alignment with dueling bandits...”
Testo

A Compact, Low Power Transprecision ALU for Smart Edge Devices di Dube, Ayushi, Singh, Gian, Vrudhula, Sarma

Sommario: “.... This paper thus proposes a novel algorithm for decoding Posit for energy-efficient computation. TALU...”
Testo