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

Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems by Feng, Shangbin, Wang, Zifeng, Goyal, Palash, Wang, Yike, Shi, Weijia, Xia, Huang, Palangi, Hamid, Zettlemoyer, Luke, Tsvetkov, Yulia, Lee, Chen-Yu, Pfister, Tomas

Table of Contents: “…We propose Heterogeneous Swarms, an algorithm to design multi-LLM systems by jointly optimizing…”
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GigaSLAM: Large-Scale Monocular SLAM with Hierarchical Gaussian Splats by Deng, Kai, Zhang, Yigong, Yang, Jian, Xie, Jin

Table of Contents: “… hierarchical sparse voxel map representation, where Gaussians are decoded by neural networks at multiple levels…”
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Reducing the Communication of Distributed Model Predictive Control: Autoencoders and Formation Control by Schiz, Torben, Ebel, Henrik

Table of Contents: “… is reduced by the encoder part of the autoencoder prior to communication and reconstructed by the decoder…”
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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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Step1X-Edit: A Practical Framework for General Image Editing by Liu, Shiyu, Han, Yucheng, Xing, Peng, Yin, Fukun, Wang, Rui, Cheng, Wei, Liao, Jiaqi, Wang, Yingming, Fu, Honghao, Han, Chunrui, Li, Guopeng, Peng, Yuang, Sun, Quan, Wu, Jingwei, Cai, Yan, Ge, Zheng, Ming, Ranchen, Xia, Lei, Zeng, Xianfang, Zhu, Yibo, Jiao, Binxing, Zhang, Xiangyu, Yu, Gang, Jiang, Daxin

Table of Contents: “… manipulation. However, there is still a large gap between the open-source algorithm with these closed-source…”
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Modeling and Performance Analysis for Semantic Communications Based on Empirical Results by Ma, Shuai, Shen, Bin, Zhang, Chuanhui, Wu, Youlong, Li, Hang, Li, Shiyin, Shi, Guangming, Al-Dhahir, Naofal

Table of Contents: “…Due to the black-box characteristics of deep learning based semantic encoders and decoders, finding…”
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CMAWRNet: Multiple Adverse Weather Removal via a Unified Quaternion Neural Architecture by Frants, Vladimir, Agaian, Sos, Panetta, Karen, Huang, Peter

Table of Contents: “… struggle with combinations of degradations, such as haze and rain-streak. Few algorithms have been…”
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MRGRP: Empowering Courier Route Prediction in Food Delivery Service with Multi-Relational Graph by Liu, Chang, Yan, Huan, Sui, Hongjie, Wen, Haomin, Yuan, Yuan, Han, Yuyang, Liao, Hongsen, Ding, Xuetao, Hao, Jinghua, Li, Yong

Table of Contents: “… introduce a route decoder that leverages courier information and dynamic distance and time contexts…”
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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: “…, but they incur significant decoding overhead. A key inefficiency source is LRMs often generate redundant thinking…”
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Continuous Chain of Thought Enables Parallel Exploration and Reasoning by Gozeten, Halil Alperen, Ildiz, M. Emrullah, Zhang, Xuechen, Harutyunyan, Hrayr, Rawat, Ankit Singh, Oymak, Samet

Table of Contents: “… provides new theoretical guarantees and algorithms for CoT2, motivated by logical reasoning tasks…”
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GP-MoLFormer-Sim: Test Time Molecular Optimization through Contextual Similarity Guidance by Navratil, Jiri, Ross, Jarret, Das, Payel, Mroueh, Youssef, Hoffman, Samuel C, Chenthamarakshan, Vijil, Belgodere, Brian

Table of Contents: “… of the decoding process, the method tracks the distance of the current generations from the target and updates…”
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TransGI: Real-Time Dynamic Global Illumination With Object-Centric Neural Transfer Model by Deng, Yijie, Han, Lei, Fang, Lu

Table of Contents: “…Neural rendering algorithms have revolutionized computer graphics, yet their impact on real-time…”
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Private Training & Data Generation by Clustering Embeddings by Zhou, Felix, Zhou, Samson, Mirrokni, Vahab, Epasto, Alessandro, Cohen-Addad, Vincent

Table of Contents: “… algorithm. We introduce a novel principled method for DP synthetic image embedding generation, based…”
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UniTac-NV: A Unified Tactile Representation For Non-Vision-Based Tactile Sensors by Hou, Jian, Zhou, Xin, Yang, Qihan, Spiers, Adam J.

Table of Contents: “…Generalizable algorithms for tactile sensing remain underexplored, primarily due to the diversity…”
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Resolution Limits of Non-Adaptive 20 Questions Estimation for Tracking Multiple Moving Targets by Sun, Chunsong, Zhou, Lin, Wang, Jingjing, Yuan, Weijie, Jiang, Chunxiao, Hero, Alfred

Table of Contents: “… target locations. This single threshold decoding rule has reduced the computational complexity compared…”
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Pinching-Antenna-Assisted Index Modulation: Channel Modeling, Transceiver Design, and Performance Analysis by Yang, Shuaixin, Li, Yijia, Xiao, Yue, Guan, Yong Liang, Lei, Xianfu, Ding, Zhiguo

Table of Contents: “…-optimized sphere decoding (BOSD) algorithm is designed, which adaptively prunes the search space whilst…”
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Quantum register based on double quantum dots in semiconductor nanowires by Vyurkov, Vladimir, Fedichkin, Leonid, Semenikhin, Igor, Drozhzhin, Denis, Rudenko, Konstantin, Lukichev, Vladimir

Table of Contents: “… (in-resonance or off-resonance). Therefore, a quantum algorithm could be effectuated via manipulation solely…”
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Contrastive Language-Image Pre-Training Model based Semantic Communication Performance Optimization by Yang, Shaoran, Wei, Dongyu, Yu, Hanzhi, Yang, Zhaohui, Liu, Yuchen, Chen, Mingzhe

Table of Contents: “…) based semantic encoders and decoders that require joint training over a common dataset, our CLIP model…”
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TransLPRNet: Lite Vision-Language Network for Single/Dual-line Chinese License Plate Recognition by Xu, Guangzhu, Ke, Zhi, Zuo, Pengcheng, Lei, Bangjun

Table of Contents: “… unified solution that integrates a lightweight visual encoder with a text decoder, within a pre-training…”
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