Resultados de búsqueda - decoding (algorithm OR (algorithmics OR (algorithmssics OR algorithmicsics)))

Game of Coding: Sybil Resistant Decentralized Machine Learning with Minimal Trust Assumption por Nodehi, Hanzaleh Akbari, Cadambe, Viveck R., Maddah-Ali, Mohammad Ali

Tabla de Contenidos: “… 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 por Fei, Yu, Razeghi, Yasaman, Singh, Sameer

Tabla de Contenidos: “… 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 por Deng, Wenlong, Zhao, Yize, Vakilian, Vala, Chen, Minghui, Li, Xiaoxiao, Thrampoulidis, Christos

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

Tabla de Contenidos: “… 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 por Zhang, Ronghui, Yang, Shangyu, Lyu, Dakang, Wang, Zihan, Chen, Junzhou, Ren, Yilong, Gao, Bolin, Lv, Zhihan

Tabla de Contenidos: “… 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 por Volkmann, Eric, Brändle, Alena, Durstewitz, Daniel, Koppe, Georgia

Tabla de Contenidos: “… 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 por Dong, Hao, Wei, Wei

Tabla de Contenidos: “… 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 por Zhou, Tao, Ye, Kai, Shi, Zeyu, Lin, Jiajing, Xu, Dejun, Jiang, Min

Tabla de Contenidos: “… 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 por Wu, Yuzhi, Liu, Jun, Jiang, Guangfeng, Liu, Weijian, Orlando, Danilo

Tabla de Contenidos: “… 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 por Zhou, Xiaoshan, Menassa, Carol C., Kamat, Vineet R.

Tabla de Contenidos: “… 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 por Wei, Yuxuan, Wang, Zehan, Guo, Tian, Liu, Hao, Shen, Liquan, Yuan, Hui

Tabla de Contenidos: “… 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 por Campbell, Charlie, Chen, Hao Mark, Luk, Wayne, Fan, Hongxiang

Tabla de Contenidos: “… 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 por 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

Tabla de Contenidos: “… 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 por Lu, Guanxing, Guo, Wenkai, Zhang, Chubin, Zhou, Yuheng, Jiang, Haonan, Gao, Zifeng, Tang, Yansong, Wang, Ziwei

Tabla de Contenidos: “… 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 por Huang, Zongle, Zhu, Lei, Zhan, Zongyuan, Hu, Ting, Mao, Weikai, Yu, Xianzhi, Liu, Yongpan, Zhang, Tianyu

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

Tabla de Contenidos: “… 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 por Zheng, Ze, Liu, Baolei, Song, Jiaqi, Zhu, Muchen, Wang, Yao, Tian, Menghan, Xiong, Ying, Yang, Zhaohua, Zhong, Xiaolan, McGloin, David, Wang, Fan

Tabla de Contenidos: “… diffuser, and subsequently decoded using a compressed sensing algorithm at the sampling rate of 2.5…”
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EC2MoE: Adaptive End-Cloud Pipeline Collaboration Enabling Scalable Mixture-of-Experts Inference por Yang, Zheming, Hu, Yunqing, Sun, Sheng, Ji, Wen

Tabla de Contenidos: “… to accelerate MoE inference. This includes an encoder-decoder structure based on low-rank compression, which…”
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P/D-Device: Disaggregated Large Language Model between Cloud and Devices por Jin, Yibo, Xu, Yixu, Chen, Yue, Wang, Chengbin, Wang, Tao, Huang, Jiaqi, Zhang, Rongfei, Dong, Yiming, Yan, Yuting, Cheng, Ke, Zhu, Yingjie, Wang, Shulan, Tang, Qianqian, Meng, Shuaishuai, Cheng, Guanxin, Wang, Ze, Miao, Shuyan, Wang, Ketao, Liu, Wen, Yang, Yifan, Zhang, Tong, Wang, Anran, Lu, Chengzhou, Dong, Tiantian, Zhang, Yongsheng, Wang, Zhe, Guo, Hefei, Liu, Hongjie, Lu, Wei, Zhang, Zhengyong

Tabla de Contenidos: “… for enhanced performance. However, too many tokens generated in decoding phase, i.e., occupying the resources…”
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SparkUI-Parser: Enhancing GUI Perception with Robust Grounding and Parsing por Jing, Hongyi, Chen, Jiafu, Rao, Chen, Dang, Ziqiang, Teng, Jiajie, Chu, Tianyi, Mo, Juncheng, Fang, Shuo, Lin, Huaizhong, Lv, Rui, Ma, Chenguang, Zhao, Lei

Tabla de Contenidos: “… Large Language Model (MLLM) with an additional token router and coordinate decoder. This effectively…”
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