Search Results - decoding (algorithm OR (Algorithmssics OR Algorithmssics))

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

Table of Contents: “… algorithm inspired by byte-pair encoding. We merge frequent subword sequences in a batch, then apply a pre…”
Get full text

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

Table of Contents: “…. While current spike-based encoding algorithms rely on complex networks or precise timing references…”
Get full text

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

Table of Contents: “… practical aspects such as decoding complexity, feedback delays, and the resulting need for multiple parallel…”
Get full text

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

Table of Contents: “… and inefficiency. To address this issue, we propose a task-efficient value-based multi-task offline MARL algorithm…”
Get full text

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

Table of Contents: “…'' of content latent variables produced by the compressing module. After training, the denoising decoder…”
Get full text

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

Table of Contents: “… transformer-based detectors has not yet been explored. Directly applying existing domain adaptation algorithms…”
Get full text

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

Table of Contents: “… from its heavy encode-decode structures and inflexibility in switching between different compression…”
Get full text

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

Table of Contents: “… and accompanying encoding and decoding algorithms. …”
Get full text

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

Table of Contents: “… algorithms for centralized aggregation, secure distributed training with centralized data, and secure…”
Get full text

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

Table of Contents: “…) and iterative message passing schemes. The interval passing algorithm (IPA) is an attractive CS approach due…”
Get full text

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

Table of Contents: “… length or improving the estimation algorithm, we propose two new approaches based on Guessing Random…”
Get full text

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

Table of Contents: “… substantially improves the quality of magnification filtering with STF by sharing decoded texel values between…”
Get full text

3D surface profiling via photonic integrated geometric sensor by 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

Table of Contents: “… the optical reflectance of the sample and decodes it with a neural network. This platform is free of complex…”
Get full text

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

Table of Contents: “… on workloads during the decoder phase with a batch size of one. Existing SpMV kernels and sparse matrix formats…”
Get full text

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

Table of Contents: “…-shuttle synchronization. Based on Petri net theory, a firing-driven decoding method is proposed, along…”
Get full text

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

Table of Contents: “… challenge, with significant implications for financial forecasting, algorithmic trading, and data-driven…”
Get full text

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

Table of Contents: “… quantization techniques (AWQ, BitsAndBytes, GGUF, and AutoRound), showing that algorithm choice and model size…”
Get full text

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

Table of Contents: “…. Our design begins by enabling effective pipelining across vision encode, LLM prefill, and LLM decode…”
Get full text

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

Table of Contents: “… Feedback}), a novel algorithm that synergistically combines test-time alignment with dueling bandits…”
Get full text

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

Table of Contents: “…. This paper thus proposes a novel algorithm for decoding Posit for energy-efficient computation. TALU…”
Get full text