Suchergebnisse - decoding algorithm

Pix2HDR -- A pixel-wise acquisition and deep learning-based synthesis approach for high-speed HDR videos von Wang, Caixin, Zhang, Jie, Wilson, Matthew A., Etienne-Cummings, Ralph

Inhaltsangabe: “… fusion algorithms, resulting in artifacts. Instead of frame-based exposures, we sample the videos using …”
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ClassWise-SAM-Adapter: Parameter Efficient Fine-tuning Adapts Segment Anything to SAR Domain for Semantic Segmentation von Pu, Xinyang, Jia, Hecheng, Zheng, Linghao, Wang, Feng, Xu, Feng

Inhaltsangabe: “… efficient fine-tuning, and a classwise mask decoder is designed to achieve semantic segmentation task …”
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On Lattices, Learning with Errors, Random Linear Codes, and Cryptography von Regev, Oded

Inhaltsangabe: “… with error' problem to higher moduli. It can also be viewed as the problem of decoding from a random linear …”
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Multi-channel polarization manipulation based on graphene for encryption communication von Farzin, Parsa, Hajiahmadi, Mohammad Javad, Soleimani, Mohammad

Inhaltsangabe: “… on metasurfaces face challenges related to information leakage during partial channel decoding processes …”
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RomniStereo: Recurrent Omnidirectional Stereo Matching von Jiang, Hualie, Xu, Rui, Tan, Minglang, Jiang, Wenjie

Inhaltsangabe: “… ) methods rely on a 3D encoder-decoder block to regularize the cost volume, causing the whole system …”
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Graph Learning-based Fleet Scheduling for Urban Air Mobility under Operational Constraints, Varying Demand & Uncertainties von Paul, Steve, Witter, Jhoel, Chowdhury, Souma

Inhaltsangabe: “… Multi-head Attention-based decoder that uses the encoded information to compute the probability …”
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An Information Theoretic Approach to Interaction-Grounded Learning von Hu, Xiaoyan, Farnia, Farzan, Leung, Ho-fung

Inhaltsangabe: “… in the IGL-based RL problem. The VI-IGL framework learns a reward decoder using an information-based …”
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SmartCooper: Vehicular Collaborative Perception with Adaptive Fusion and Judger Mechanism von Zhang, Yuang, An, Haonan, Fang, Zhengru, Xu, Guowen, Zhou, Yuan, Chen, Xianhao, Fang, Yuguang

Inhaltsangabe: “… reconstructed by adaptive decoders. We evaluate the effectiveness of our proposed algorithm on the OpenCOOD …”
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BrainSLAM: SLAM on Neural Population Activity Data von Freud, Kipp, Lepora, Nathan, Jones, Matt W., O'Donnell, Cian

Inhaltsangabe: “… Simultaneous localisation and mapping (SLAM) algorithms are commonly used in robotic systems …”
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MB-RACS: Measurement-Bounds-based Rate-Adaptive Image Compressed Sensing Network von Huang, Yujun, Chen, Bin, Li, Naiqi, An, Baoyi, Xia, Shu-Tao, Wang, Yaowei

Inhaltsangabe: “… Conventional compressed sensing (CS) algorithms typically apply a uniform sampling rate …”
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SNE-RoadSegV2: Advancing Heterogeneous Feature Fusion and Fallibility Awareness for Freespace Detection von Feng, Yi, Ma, Yu, Chen, Qijun, Pitas, Ioannis, Fan, Rui

Inhaltsangabe: “… , (2) it incorporates both inter-scale and intra-scale skip connections into the decoder architecture …”
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Distributional Dataset Distillation with Subtask Decomposition von Qin, Tian, Deng, Zhiwei, Alvarez-Melis, David

Inhaltsangabe: “… the data using minimal sufficient per-class statistics and paired with a decoder, we distill dataset into a …”
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Process-and-Forward: Deep Joint Source-Channel Coding Over Cooperative Relay Networks von Bian, Chenghong, Shao, Yulin, Wu, Haotian, Ozfatura, Emre, Gunduz, Deniz

Inhaltsangabe: “… -of-the-art BPG image compression algorithm operating at the maximum achievable rate of conventional decode …”
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MapTracker: Tracking with Strided Memory Fusion for Consistent Vector HD Mapping von Chen, Jiacheng, Wu, Yuefan, Tan, Jiaqi, Ma, Hang, Furukawa, Yasutaka

Inhaltsangabe: “… This paper presents a vector HD-mapping algorithm that formulates the mapping as a tracking task …”
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Provably Secure Disambiguating Neural Linguistic Steganography von Qi, Yuang, Chen, Kejiang, Zeng, Kai, Zhang, Weiming, Yu, Nenghai

Inhaltsangabe: “… ambiguity problem, which arises when using language models based on subwords, leads to occasional decoding …”
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CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP von Evuru, Chandra Kiran Reddy, Ghosh, Sreyan, Kumar, Sonal, S, Ramaneswaran, Tyagi, Utkarsh, Manocha, Dinesh

Inhaltsangabe: “… act as highly effective augmentations, and CoDa can achieve this without intricate decoding-time …”
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TSOM: Small Object Motion Detection Neural Network Inspired by Avian Visual Circuit von Hu, Pignge, Zhang, Xiaoteng, Li, Mengmeng, Zhu, Yingjie, Shi, Li

Inhaltsangabe: “… to be done on small object motion detection algorithms based on the avian visual system. In this paper, we …”
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Dual-Scale Transformer for Large-Scale Single-Pixel Imaging von Qu, Gang, Wang, Ping, Yuan, Xin

Inhaltsangabe: “… shrinkagethresholding algorithm (ISTA) into two alternative modules: efficient tensor gradient descent and hybrid …”
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UAV-Assisted Enhanced Coverage and Capacity in Dynamic MU-mMIMO IoT Systems: A Deep Reinforcement Learning Approach von Ghadaksaz, MohammadMahdi, Mahmood, Mobeen, Le-Ngoc, Tho

Inhaltsangabe: “… by incorporating an unmanned aerial vehicle (UAV) as a decode-and-forward (DF) relay between the base station (BS …”
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Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models von Zhao, Siyan, Israel, Daniel, Broeck, Guy Van den, Grover, Aditya

Inhaltsangabe: “… input prompt lengths, prefilling will incur a significant overhead on decoding time. In this work, we …”
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