Search Results - (decoding OR coding) (Algorithmssssic OR (algorithm OR (Algorithmssssic OR Algorithmssssic)))

An efficient implementation for solving the all pairs minimax path problem in an undirected dense graph by Liu, Gangli

Table of Contents: “… in $ O(n^2) $ . However, they are impractical because there is no code implementation of these algorithms…”
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Efficient Certificates of Anti-Concentration Beyond Gaussians by Bakshi, Ainesh, Kothari, Pravesh, Rajendran, Goutham, Tulsiani, Madhur, Vijayaraghavan, Aravindan

Table of Contents: “… in algorithmic robust statistics e.g., list-decodable learning and clustering, to such distributions. Our…”
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Setting up the Data Printer with Improved English to Ukrainian Machine Translation by Paniv, Yurii, Chaplynskyi, Dmytro, Trynus, Nikita, Kyrylov, Volodymyr

Table of Contents: “… of new algorithmic tasks expressed in natural language. Examples of task performance expressed in English…”
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Phase Alignment Enhances Oscillatory Power in Neural Mass Models Optimized for Class Encoding by Pei, Alexander

Table of Contents: “… simple neural circuits can represent information. A genetic algorithm was used to optimize parameters…”
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Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs by Sen, Jaydip, Sengupta, Saptarshi, Dasgupta, Subhasis

Table of Contents: “…), focusing on enhancing the Locally Typical Sampling (LTS) algorithm. Traditional decoding methods…”
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From Quarter to All: Accelerating Speculative LLM Decoding via Floating-Point Exponent Remapping and Parameter Sharing by Zhao, Yushu, Qin, Yubin, Wang, Yang, Yang, Xiaolong, Han, Huiming, Wei, Shaojun, Hu, Yang, Yin, Shouyi

Table of Contents: “… extra overheads. We propose SPEQ, an algorithm-hardware co-designed speculative decoding method…”
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XShare: Collaborative in-Batch Expert Sharing for Faster MoE Inference by Vankov, Daniil, Ivkin, Nikita, Ulrich, Kyle, Song, Xiang, Khetan, Ashish, Karypis, George

Table of Contents: “… models. However, in production inference, request batching and speculative decoding significantly amplify…”
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Aligning Tree-Search Policies with Fixed Token Budgets in Test-Time Scaling of LLMs by Miyamoto, Sora, Oba, Daisuke, Okazaki, Naoaki

Table of Contents: “…), a tree-search decoding algorithm that aligns its search policy with the remaining token budget…”
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Error Correction in Dynamical Codes by Fu, Esther Xiaozhen, Gottesman, Daniel

Table of Contents: “… to the schedule of measurements associated with the code. We address this challenge by developing an algorithm…”
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Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning by Lu, Ming, Chen, Tong, Ding, Dandan, Zhu, Fengqing, Ma, Zhan

Table of Contents: “… and generalization of DCS algorithm, promising an encouraging direction for future video coding. …”
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Ising Machines' Dynamics and Regularization for Near-Optimal Large and Massive MIMO Detection by Singh, Abhishek Kumar, Jamieson, Kyle, Venturelli, Davide, McMahon, Peter

Table of Contents: “… it into an algorithm that achieves near-optimal MIMO detection. Massive MIMO systems, that have a large number…”
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Efficient Training of Multi-task Neural Solver for Combinatorial Optimization by Wang, Chenguang, Fu, Zhang-Hua, Lu, Pinyan, Yu, Tianshu

Table of Contents: “… for multiple tasks under an encoder-decoder framework, which enables more efficient training via proper bandit…”
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GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting by Zhang, Xinjie, Ge, Xingtong, Xu, Tongda, He, Dailan, Wang, Yan, Qin, Hongwei, Lu, Guo, Geng, Jing, Zhang, Jun

Table of Contents: “… rendering algorithm based on accumulated summation. Remarkably, our method with a minimum of 3$\times$ lower…”
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SFOD: Spiking Fusion Object Detector by Fan, Yimeng, Zhang, Wei, Liu, Changsong, Li, Mingyang, Lu, Wenrui

Table of Contents: “… algorithms. Spiking Neural Networks (SNNs), inspired by the way the human brain codes and processes…”
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Semi-Blind Receivers for Hybrid Reflecting and Sensing RIS by Magalhães, Amarilton L., de Almeida, André L. F.

Table of Contents: “… that enable joint symbol and CE at the HRIS and BS. The proposed receivers exploit a tensor coding…”
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ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression by Liu, Guangda, Li, Chengwei, Zhao, Jieru, Zhang, Chenqi, Guo, Minyi

Table of Contents: “… at the granularity of semantic clusters. We design and implement efficient algorithms and systems for clustering…”
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Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation by Zhuge, Yunzhi, Gu, Hongyu, Zhang, Lu, Qi, Jinqing, Lu, Huchuan

Table of Contents: “…) by proposing an efficient algorithm, termed MTNet, which concurrently exploits motion and temporal cues. Unlike…”
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MineWorld: a Real-Time and Open-Source Interactive World Model on Minecraft by Guo, Junliang, Ye, Yang, He, Tianyu, Wu, Haoyu, Jiang, Yushu, Pearce, Tim, Bian, Jiang

Table of Contents: “…. In inference, we develop a novel parallel decoding algorithm that predicts the spatial redundant tokens in each…”
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STCL:Curriculum learning Strategies for deep learning image steganography models by Liu, Fengchun, Zhang, Tong, Zhang, Chunying

Table of Contents: “… multiple algorithmic frameworks, which not only has a high PSNR, SSIM score, and decoding accuracy…”
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TrimR: Verifier-based Training-Free Thinking Compression for Efficient Test-Time Scaling by Lin, Weizhe, Li, Xing, Yang, Zhiyuan, Fu, Xiaojin, Zhen, Hui-Ling, Wang, Yaoyuan, Yu, Xianzhi, Liu, Wulong, Li, Xiaosong, Yuan, Mingxuan

Table of Contents: “…, logical, and coding tasks by leveraging extended Chain-of-Thought (CoT) reasoning. Test-time scaling…”
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