Search Results - decoding (algorithm OR (algorithmics OR algorithmicsics))

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

Table of Contents: “… 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 by Hu, Xiaoyan, Farnia, Farzan, Leung, Ho-fung

Table of Contents: “… 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 by Zhang, Yuang, An, Haonan, Fang, Zhengru, Xu, Guowen, Zhou, Yuan, Chen, Xianhao, Fang, Yuguang

Table of Contents: “… 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 by Freud, Kipp, Lepora, Nathan, Jones, Matt W., O'Donnell, Cian

Table of Contents: “…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 by Huang, Yujun, Chen, Bin, Li, Naiqi, An, Baoyi, Xia, Shu-Tao, Wang, Yaowei

Table of Contents: “…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 by Feng, Yi, Ma, Yu, Chen, Qijun, Pitas, Ioannis, Fan, Rui

Table of Contents: “…, (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 by Qin, Tian, Deng, Zhiwei, Alvarez-Melis, David

Table of Contents: “… 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 by Bian, Chenghong, Shao, Yulin, Wu, Haotian, Ozfatura, Emre, Gunduz, Deniz

Table of Contents: “…-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 by Chen, Jiacheng, Wu, Yuefan, Tan, Jiaqi, Ma, Hang, Furukawa, Yasutaka

Table of Contents: “…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 by Qi, Yuang, Chen, Kejiang, Zeng, Kai, Zhang, Weiming, Yu, Nenghai

Table of Contents: “… 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 by Evuru, Chandra Kiran Reddy, Ghosh, Sreyan, Kumar, Sonal, S, Ramaneswaran, Tyagi, Utkarsh, Manocha, Dinesh

Table of Contents: “… 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 by Hu, Pignge, Zhang, Xiaoteng, Li, Mengmeng, Zhu, Yingjie, Shi, Li

Table of Contents: “… 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 by Qu, Gang, Wang, Ping, Yuan, Xin

Table of Contents: “… 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 by Ghadaksaz, MohammadMahdi, Mahmood, Mobeen, Le-Ngoc, Tho

Table of Contents: “… 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 by Zhao, Siyan, Israel, Daniel, Broeck, Guy Van den, Grover, Aditya

Table of Contents: “… 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 by Petrov, Ivo, Dimitrov, Dimitar I., Baader, Maximilian, Müller, Mark Niklas, Vechev, Martin

Table of Contents: “…, 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 by 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 of Contents: “… 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 by Xu, Jiahua, Zuo, Si, Wei, Chenfeng, Zhou, Wei

Table of Contents: “… 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 by Qiao, Ziyue, Xiao, Junren, Sun, Qingqiang, Xiao, Meng, Luo, Xiao, Xiong, Hui

Table of Contents: “… 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 by Menon, Vignesh V, Helmrich, Christian R., Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Table of Contents: “… 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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