Résultats de la recherche - decoding (Algorithmsssic OR (algorithm OR algorithmics))

Graph Learning-based Fleet Scheduling for Urban Air Mobility under Operational Constraints, Varying Demand & Uncertainties par Paul, Steve, Witter, Jhoel, Chowdhury, Souma

Table des matières: “… 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 par Hu, Xiaoyan, Farnia, Farzan, Leung, Ho-fung

Table des matières: “… 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 par Zhang, Yuang, An, Haonan, Fang, Zhengru, Xu, Guowen, Zhou, Yuan, Chen, Xianhao, Fang, Yuguang

Table des matières: “… 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 par Freud, Kipp, Lepora, Nathan, Jones, Matt W., O'Donnell, Cian

Table des matières: “…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 par Huang, Yujun, Chen, Bin, Li, Naiqi, An, Baoyi, Xia, Shu-Tao, Wang, Yaowei

Table des matières: “…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 par Feng, Yi, Ma, Yu, Chen, Qijun, Pitas, Ioannis, Fan, Rui

Table des matières: “…, (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 par Qin, Tian, Deng, Zhiwei, Alvarez-Melis, David

Table des matières: “… 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 par Bian, Chenghong, Shao, Yulin, Wu, Haotian, Ozfatura, Emre, Gunduz, Deniz

Table des matières: “…-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 par Chen, Jiacheng, Wu, Yuefan, Tan, Jiaqi, Ma, Hang, Furukawa, Yasutaka

Table des matières: “…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 par Qi, Yuang, Chen, Kejiang, Zeng, Kai, Zhang, Weiming, Yu, Nenghai

Table des matières: “… 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 par Evuru, Chandra Kiran Reddy, Ghosh, Sreyan, Kumar, Sonal, S, Ramaneswaran, Tyagi, Utkarsh, Manocha, Dinesh

Table des matières: “… 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 par Hu, Pignge, Zhang, Xiaoteng, Li, Mengmeng, Zhu, Yingjie, Shi, Li

Table des matières: “… 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 par Qu, Gang, Wang, Ping, Yuan, Xin

Table des matières: “… 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 par Ghadaksaz, MohammadMahdi, Mahmood, Mobeen, Le-Ngoc, Tho

Table des matières: “… 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 par Zhao, Siyan, Israel, Daniel, Broeck, Guy Van den, Grover, Aditya

Table des matières: “… input prompt lengths, prefilling will incur a significant overhead on decoding time. In this work, we…”
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DAGER: Exact Gradient Inversion for Large Language Models par Petrov, Ivo, Dimitrov, Dimitar I., Baader, Maximilian, Müller, Mark Niklas, Vechev, Martin

Table des matières: “…, the first algorithm to recover whole batches of input text exactly. DAGER leverages the low-rank structure…”
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Offline Regularised Reinforcement Learning for Large Language Models Alignment par Richemond, Pierre Harvey, Tang, Yunhao, Guo, Daniel, Calandriello, Daniele, Azar, Mohammad Gheshlaghi, Rafailov, Rafael, Pires, Bernardo Avila, Tarassov, Eugene, Spangher, Lucas, Ellsworth, Will, Severyn, Aliaksei, Mallinson, Jonathan, Shani, Lior, Shamir, Gil, Joshi, Rishabh, Liu, Tianqi, Munos, Remi, Piot, Bilal

Table des matières: “… algorithms that do not require pairwise preferences. DRO uses a simple mean-squared objective that can…”
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LiSD: An Efficient Multi-Task Learning Framework for LiDAR Segmentation and Detection par Xu, Jiahua, Zuo, Si, Wei, Chenfeng, Zhou, Wei

Table des matières: “… remarkable performance gains in comparison to conventional algorithms. However, the segmentation…”
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Towards Continuous Reuse of Graph Models via Holistic Memory Diversification par Qiao, Ziyue, Xiao, Junren, Sun, Qingqiang, Xiao, Meng, Luo, Xiao, Xiong, Hui

Table des matières: “… an efficient greedy algorithm for sampling representative training nodes from graphs into memory buffers after…”
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Convex-hull Estimation using XPSNR for Versatile Video Coding par Menon, Vignesh V, Helmrich, Christian R., Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Table des matières: “… by an encoding time reduction of 44.43% and a decoding time reduction of 65.46%. This shift towards XPSNR as a…”
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