Search Results - decoding (((Algorithms OR algorithmics) OR algorithmics) OR (algorithmics OR algorithmics))

Retrofitting Temporal Graph Neural Networks with Transformer by Huang, Qiang, Yan, Xiao, Wang, Xin, Rao, Susie Xi, Han, Zhichao, Fu, Fangcheng, Zhang, Wentao, Jiang, Jiawei

Table of Contents: “… decoder as the backbone model for TGNN to enjoy Transformer's codebase for efficient training…”
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OPUS: Occupancy Prediction Using a Sparse Set by Wang, Jiabao, Liu, Zhaojiang, Meng, Qiang, Yan, Liujiang, Wang, Ke, Yang, Jie, Liu, Wei, Hou, Qibin, Cheng, Ming-Ming

Table of Contents: “… voxels necessitates complex algorithm designs. To this end, we present a novel perspective…”
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Reduced bit median quantization: A middle process for Efficient Image Compression by Abebayew, Fikresilase Wondmeneh

Table of Contents: “… the former problem by applying one specific or a combination of different algorithms. However, none…”
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Game of Coding: Sybil Resistant Decentralized Machine Learning with Minimal Trust Assumption by Nodehi, Hanzaleh Akbari, Cadambe, Viveck R., Maddah-Ali, Mohammad Ali

Table of Contents: “… their rewards (utility) by ensuring that the decoder, as the data collector (DC), successfully recovers the data…”
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Nudging: Inference-time Alignment of LLMs via Guided Decoding by Fei, Yu, Razeghi, Yasaman, Singh, Sameer

Table of Contents: “… computational overhead. In this work, we propose NUDGING, a simple, training-free algorithm that aligns any base…”
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DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models by Deng, Wenlong, Zhao, Yize, Vakilian, Vala, Chen, Minghui, Li, Xiaoxiao, Thrampoulidis, Christos

Table of Contents: “… introduce DAREx (DARE the eXtreme), which features two algorithmic improvements: (1) DAREx-q, a rescaling…”
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Pyramid Vector Quantization for LLMs by van der Ouderaa, Tycho F. A., Croci, Maximilian L., Hilmkil, Agrin, Hensman, James

Table of Contents: “… by projecting points onto the 1-sphere, which allows for efficient encoding and decoding without requiring…”
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AGSENet: A Robust Road Ponding Detection Method for Proactive Traffic Safety by Zhang, Ronghui, Yang, Shangyu, Lyu, Dakang, Wang, Zihan, Chen, Junzhou, Ren, Yilong, Gao, Bolin, Lv, Zhihan

Table of Contents: “… by fusing spatial and channel information. The SSIE module, embedded in the decoder, refines edge features…”
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A scalable generative model for dynamical system reconstruction from neuroimaging data by Volkmann, Eric, Brändle, Alena, Durstewitz, Daniel, Koppe, Georgia

Table of Contents: “… of signals render the SSM's decoder model non-invertible, a requirement for previous TF-based methods. Here…”
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PGSO: Prompt-based Generative Sequence Optimization Network for Aspect-based Sentiment Analysis by Dong, Hao, Wei, Wei

Table of Contents: “… to paraphrase training targets for enhanced decoding, ignoring the internal optimizations on generative models…”
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Enhancing Large-scale UAV Route Planing with Global and Local Features via Reinforcement Graph Fusion by Zhou, Tao, Ye, Kai, Shi, Zeyu, Lin, Jiajing, Xu, Dejun, Jiang, Min

Table of Contents: “… by graph fusion. Finally, we implement a decoding strategy customizable to the user's requirements…”
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Mask-RadarNet: Enhancing Transformer With Spatial-Temporal Semantic Context for Radar Object Detection in Autonomous Driving by Wu, Yuzhi, Liu, Jun, Jiang, Guangfeng, Liu, Weijian, Orlando, Danilo

Table of Contents: “… decoder is added to our model to aggregate prior maps generated from the CMAM. Experiments on the CRUW…”
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Interoceptive Robots for Convergent Shared Control in Collaborative Construction Work by Zhou, Xiaoshan, Menassa, Carol C., Kamat, Vineet R.

Table of Contents: “… by integrating the legacy of heuristic costs from grid/graph-based algorithms with recent advances…”
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High Efficiency Wiener Filter-based Point Cloud Quality Enhancement for MPEG G-PCC by Wei, Yuxuan, Wang, Zehan, Guo, Tian, Liu, Hao, Shen, Liquan, Yuan, Hui

Table of Contents: “… be integrated into the encoder and decoder pipeline of G-PCC to improve the reconstruction quality as well…”
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Enhancing LLM-based Quantum Code Generation with Multi-Agent Optimization and Quantum Error Correction by Campbell, Charlie, Chen, Hao Mark, Luk, Wayne, Fan, Hongxiang

Table of Contents: “… analyzer with multi-pass inference, alongside an error correction code decoder. We also examine…”
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SparseMeXT Unlocking the Potential of Sparse Representations for HD Map Construction by Jiang, Anqing, Chai, Jinhao, Gao, Yu, Wang, Yiru, Heng, Yuwen, Sun, Zhigang, Sun, Hao, Zhao, Zezhong, Sun, Li, Zhou, Jian, Zhu, Lijuan, Xu, Shugong, Zhao, Hao

Table of Contents: “… and algorithmic improvements that bridge the gap with--and ultimately surpass--dense approaches. We introduce a…”
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VLA-RL: Towards Masterful and General Robotic Manipulation with Scalable Reinforcement Learning by Lu, Guanxing, Guo, Wenkai, Zhang, Chubin, Zhou, Yuheng, Jiang, Haonan, Gao, Zifeng, Tang, Yansong, Wang, Ziwei

Table of Contents: “… this limitation. We present VLA-RL, an algorithmic and systematic framework that leverages online reinforcement…”
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MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE by Huang, Zongle, Zhu, Lei, Zhan, Zongyuan, Hu, Ting, Mao, Weikai, Yu, Xianzhi, Liu, Yongpan, Zhang, Tianyu

Table of Contents: “… achieve better performance with less computation. Speculative decoding (SD) is a widely used technique…”
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Design Automation in Quantum Error Correction by Ghosh, Archisman, Chatterjee, Avimita, Ghosh, Swaroop

Table of Contents: “… algorithmic $T$-gate optimization, modified surface code architecture to incorporate lesser qubit overhead…”
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Exploiting scattering-based point spread functions for snapshot 5D and modality-switchable lensless imaging by Zheng, Ze, Liu, Baolei, Song, Jiaqi, Zhu, Muchen, Wang, Yao, Tian, Menghan, Xiong, Ying, Yang, Zhaohua, Zhong, Xiaolan, McGloin, David, Wang, Fan

Table of Contents: “… diffuser, and subsequently decoded using a compressed sensing algorithm at the sampling rate of 2.5…”
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