Risultati della ricerca - decoding (algorithm OR (algorithmics OR Algorithmsssics))

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

Sommario: “... Multi-head Attention-based decoder that uses the encoded information to compute the probability...”
Testo

An Information Theoretic Approach to Interaction-Grounded Learning di Hu, Xiaoyan, Farnia, Farzan, Leung, Ho-fung

Sommario: “... in the IGL-based RL problem. The VI-IGL framework learns a reward decoder using an information-based...”
Testo

SmartCooper: Vehicular Collaborative Perception with Adaptive Fusion and Judger Mechanism di Zhang, Yuang, An, Haonan, Fang, Zhengru, Xu, Guowen, Zhou, Yuan, Chen, Xianhao, Fang, Yuguang

Sommario: “... reconstructed by adaptive decoders. We evaluate the effectiveness of our proposed algorithm on the OpenCOOD...”
Testo

BrainSLAM: SLAM on Neural Population Activity Data di Freud, Kipp, Lepora, Nathan, Jones, Matt W., O'Donnell, Cian

Sommario: “...Simultaneous localisation and mapping (SLAM) algorithms are commonly used in robotic systems...”
Testo

MB-RACS: Measurement-Bounds-based Rate-Adaptive Image Compressed Sensing Network di Huang, Yujun, Chen, Bin, Li, Naiqi, An, Baoyi, Xia, Shu-Tao, Wang, Yaowei

Sommario: “...Conventional compressed sensing (CS) algorithms typically apply a uniform sampling rate...”
Testo

SNE-RoadSegV2: Advancing Heterogeneous Feature Fusion and Fallibility Awareness for Freespace Detection di Feng, Yi, Ma, Yu, Chen, Qijun, Pitas, Ioannis, Fan, Rui

Sommario: “..., (2) it incorporates both inter-scale and intra-scale skip connections into the decoder architecture...”
Testo

Distributional Dataset Distillation with Subtask Decomposition di Qin, Tian, Deng, Zhiwei, Alvarez-Melis, David

Sommario: “... the data using minimal sufficient per-class statistics and paired with a decoder, we distill dataset into a...”
Testo

Process-and-Forward: Deep Joint Source-Channel Coding Over Cooperative Relay Networks di Bian, Chenghong, Shao, Yulin, Wu, Haotian, Ozfatura, Emre, Gunduz, Deniz

Sommario: “...-of-the-art BPG image compression algorithm operating at the maximum achievable rate of conventional decode...”
Testo

MapTracker: Tracking with Strided Memory Fusion for Consistent Vector HD Mapping di Chen, Jiacheng, Wu, Yuefan, Tan, Jiaqi, Ma, Hang, Furukawa, Yasutaka

Sommario: “...This paper presents a vector HD-mapping algorithm that formulates the mapping as a tracking task...”
Testo

Provably Secure Disambiguating Neural Linguistic Steganography di Qi, Yuang, Chen, Kejiang, Zeng, Kai, Zhang, Weiming, Yu, Nenghai

Sommario: “... ambiguity problem, which arises when using language models based on subwords, leads to occasional decoding...”
Testo

CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP di Evuru, Chandra Kiran Reddy, Ghosh, Sreyan, Kumar, Sonal, S, Ramaneswaran, Tyagi, Utkarsh, Manocha, Dinesh

Sommario: “... act as highly effective augmentations, and CoDa can achieve this without intricate decoding-time...”
Testo

TSOM: Small Object Motion Detection Neural Network Inspired by Avian Visual Circuit di Hu, Pignge, Zhang, Xiaoteng, Li, Mengmeng, Zhu, Yingjie, Shi, Li

Sommario: “... to be done on small object motion detection algorithms based on the avian visual system. In this paper, we...”
Testo

Dual-Scale Transformer for Large-Scale Single-Pixel Imaging di Qu, Gang, Wang, Ping, Yuan, Xin

Sommario: “... shrinkagethresholding algorithm (ISTA) into two alternative modules: efficient tensor gradient descent and hybrid...”
Testo

UAV-Assisted Enhanced Coverage and Capacity in Dynamic MU-mMIMO IoT Systems: A Deep Reinforcement Learning Approach di Ghadaksaz, MohammadMahdi, Mahmood, Mobeen, Le-Ngoc, Tho

Sommario: “... by incorporating an unmanned aerial vehicle (UAV) as a decode-and-forward (DF) relay between the base station (BS...”
Testo

Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models di Zhao, Siyan, Israel, Daniel, Broeck, Guy Van den, Grover, Aditya

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

DAGER: Exact Gradient Inversion for Large Language Models di Petrov, Ivo, Dimitrov, Dimitar I., Baader, Maximilian, Müller, Mark Niklas, Vechev, Martin

Sommario: “..., the first algorithm to recover whole batches of input text exactly. DAGER leverages the low-rank structure...”
Testo

Offline Regularised Reinforcement Learning for Large Language Models Alignment di 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

Sommario: “... algorithms that do not require pairwise preferences. DRO uses a simple mean-squared objective that can...”
Testo

LiSD: An Efficient Multi-Task Learning Framework for LiDAR Segmentation and Detection di Xu, Jiahua, Zuo, Si, Wei, Chenfeng, Zhou, Wei

Sommario: “... remarkable performance gains in comparison to conventional algorithms. However, the segmentation...”
Testo

Towards Continuous Reuse of Graph Models via Holistic Memory Diversification di Qiao, Ziyue, Xiao, Junren, Sun, Qingqiang, Xiao, Meng, Luo, Xiao, Xiong, Hui

Sommario: “... 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 di Menon, Vignesh V, Helmrich, Christian R., Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Sommario: “... by an encoding time reduction of 44.43% and a decoding time reduction of 65.46%. This shift towards XPSNR as a...”
Testo