Search Results - encoding (algorithm OR (algorithmics OR (algorithmicsics OR Algorithmssssicsics)))

Leveraging Large Language Models to Address Data Scarcity in Machine Learning: Applications in Graphene Synthesis by Biswajeet, Devi Dutta, Kadkhodaei, Sara

Table of Contents: “… for the learning algorithm. Additionally, combining continuous and discrete features can hinder the learning…”
Get full text

Attention Pruning: Automated Fairness Repair of Language Models via Surrogate Simulated Annealing by Dasu, Vishnu Asutosh, Rashid, Md Rafi ur, Gupta, Vipul, Tizpaz-Niari, Saeid, Tan, Gang

Table of Contents: “… on massive datasets of human-generated content, they naturally encode and perpetuate societal biases. While…”
Get full text

Communities in the Kuramoto Model: Dynamics and Detection via Path Signatures by Nguyên, Tâm Johan, Lee, Darrick, Stolz, Bernadette Jana

Table of Contents: “… signatures, a mathematical framework that encodes geometric and temporal properties of continuous paths…”
Get full text

Learning Orientation Field for OSM-Guided Autonomous Navigation by Huang, Yuming, Gao, Wei, Zhang, Zhiyuan, Ghaffari, Maani, Song, Dezhen, Xu, Cheng-Zhong, Kong, Hui

Table of Contents: “…, we train a deep neural network by encoding a versatile initial OrField and output an optimized…”
Get full text

COST: Contrastive One-Stage Transformer for Vision-Language Small Object Tracking by Zhang, Chunhui, Liu, Li, Gao, Jialin, Sun, Xin, Wen, Hao, Zhou, Xi, Ge, Shiming, Wang, Yanfeng

Table of Contents: “… algorithms. However, most of the existing VL trackers rely on carefully designed mechanisms to perform…”
Get full text

Identifying Instabilities with Quantum Geometry in Flat Band Systems by Zhang, Jia-Xin, Wang, Wen O., Balents, Leon, Savary, Lucile

Table of Contents: “… of an intrinsic nesting structure encoded in the band geometry (i.e. the wavefunctions of the flat band(s)), which…”
Get full text

Advancing RFI-Detection in Radio Astronomy with Liquid State Machines by Pritchard, Nicholas J, Wicenec, Andreas, Bennamoun, Mohammed, Dodson, Richard

Table of Contents: “… segmentation problem on radio telescope spectrograms. Typically, complex heuristic algorithms handle this task…”
Get full text

S3MOT: Monocular 3D Object Tracking with Selective State Space Model by Yan, Zhuohao, Feng, Shaoquan, Li, Xingxing, Zhou, Yuxuan, Xia, Chunxi, Li, Shengyu

Table of Contents: “… to traditional linear assignment algorithms that rely on hand-crafted association costs. (2) We propose Fully…”
Get full text

Myocardial Region-guided Feature Aggregation Net for Automatic Coronary artery Segmentation and Stenosis Assessment using Coronary Computed Tomography Angiography by Yao, Ni, Liu, Xiangyu, Sun, Danyang, Han, Chuang, Li, Yanting, Nan, Jiaofen, Li, Chengyang, Zhu, Fubao, Zhou, Weihua, Zhao, Chen

Table of Contents: “…-shaped dual-encoder architecture that integrates anatomical prior knowledge to enhance robustness…”
Get full text

Learning Genomic Structure from $k$-mers by Thor, Filip, Nettelblad, Carl

Table of Contents: “… a method for analyzing this type of data using contrastive learning, in which an encoder model…”
Get full text

Deep Operator Neural Network Model Predictive Control by de Jong, Thomas Oliver, Shukla, Khemraj, Lazar, Mircea

Table of Contents: “…In this paper, we consider the design of model predictive control (MPC) algorithms based on deep…”
Get full text

A distillation-teleportation protocol for fault-tolerant QRAM by Dalzell, Alexander M., Gilyén, András, Hann, Connor T., McArdle, Sam, Salton, Grant, Nguyen, Quynh T., Kubica, Aleksander, Brandão, Fernando G. S. L.

Table of Contents: “… algorithm. In fact, the fidelity of the device can be as low as $1/\mathrm{poly}(n)$. The protocol queries…”
Get full text

Learned Adaptive Mesh Generation by Zhang, Zhiyuan, Vaxman, Amir, Papanicolopulos, Stefanos-Aldo, Subr, Kartic

Table of Contents: “… PDEs are also relevant to computer graphics since they encode global smoothness with local control…”
Get full text

A 2D-CFT Factory: Critical Lattice Models from Competing Anyon Condensation Processes in SymTO/SymTFT by Hung, Ling-Yan, Ji, Kaixin, Shen, Ce, Wan, Yidun, Zhao, Yu

Table of Contents: “…In this paper, we introduce a ``CFT factory'' : a novel algorithm of methodically generating 2D…”
Get full text

Near-Optimal Dynamic Policies for Joint Replenishment in Continuous/Discrete Time by Segev, Danny

Table of Contents: “… range of algorithmic ideas and analytical insights around the continuous-time joint replenishment…”
Get full text

Generalization in Reinforcement Learning for Radio Access Networks by Demirel, Burak, Wang, Yu, Tatino, Cristian, Soldati, Pablo

Table of Contents: “… RRM algorithms often underperform. While RL can surpass such heuristics in constrained settings…”
Get full text

Wavelet-based Decoupling Framework for low-light Stereo Image Enhancement by Du, Shuangli, Yan, Siming, Shi, Zhenghao, You, Zhenzhen, Sun, Lu

Table of Contents: “…Low-light images suffer from complex degradation, and existing enhancement methods often encode all…”
Get full text

Enter the Mind Palace: Reasoning and Planning for Long-term Active Embodied Question Answering by Ginting, Muhammad Fadhil, Kim, Dong-Ki, Meng, Xiangyun, Reinke, Andrzej, Krishna, Bandi Jai, Kayhani, Navid, Peltzer, Oriana, Fan, David D., Shaban, Amirreza, Kim, Sung-Kyun, Kochenderfer, Mykel J., Agha-mohammadi, Ali-akbar, Omidshafiei, Shayegan

Table of Contents: “… method from cognitive science. Our method encodes episodic experiences as scene-graph-based world…”
Get full text

Large-scale compressive microscopy via diffractive multiplexing across a sensor array by Zhou, Kevin C., Gu, Chaoying, Ikeda, Muneki, Hayward, Tina M., Antipa, Nicholas, Menon, Rajesh, Horstmeyer, Roarke, Kato, Saul, Waller, Laura

Table of Contents: “… algorithms to fill in the missing information from the gaps surrounding the individual sensors in the array…”
Get full text

Bayesian inference of antibody evolutionary dynamics using multitype branching processes by Bakis, Athanasios G., Vora, Ashni A., Araki, Tatsuya, Jia, Tongqiu, Galloway, Jared G., Jennings-Shaffer, Chris, Victora, Gabriel D., Song, Yun S., DeWitt, William S., Matsen IV, Frederick A., Minin, Volodymyr M.

Table of Contents: “… after the immune response has progressed, and the mutated genetic loci encoding antibodies are sequenced…”
Get full text