Search Results - coding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR Algorithmssics))

On Demographic Group Fairness Guarantees in Deep Learning by Luo, Yan, Wen, Congcong, Shi, Min, Huang, Hao, Fang, Yi, Wang, Mengyu

Table of Contents: “… algorithms. The code for analysis is publicly available at https://github.com/Harvard-AI-and-Robotics-Lab…”
Get full text

Towards Balanced Multi-Modal Learning in 3D Human Pose Estimation by Qi, Mengshi, Peng, Jiaxuan, Zhang, Xianlin, Ma, Huadong

Table of Contents: “… of RGB, LiDAR, mmWave, and WiFi. Specifically, we propose a Shapley value-based contribution algorithm…”
Get full text

Hybrid Gauge Approach for Accurate Real-Time TDDFT Simulations with Numerical Atomic Orbitals by Zhao, Haotian, He, Lixin

Table of Contents: “… codes due to their efficiency and localized nature. However, directly applying the velocity gauge within…”
Get full text

AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding by Li, Zikun, Chen, Zhuofu, Delacourt, Remi, Oliaro, Gabriele, Wang, Zeyu, Chen, Qinghan, Lin, Shuhuai, Yang, April, Zhang, Zhihao, Chen, Zhuoming, Lai, Sean, Cheng, Xinhao, Miao, Xupeng, Jia, Zhihao

Table of Contents: “…), from low-latency requirements in interactive coding assistants to more relaxed constraints in data…”
Get full text

Can Molecular Evolution Mechanism Enhance Molecular Representation? by Li, Kun, Hu, Longtao, Cai, Xiantao, Wu, Jia, Hu, Wenbin

Table of Contents: “… prediction method significantly improves the performance of traditional end-to-end algorithms on several…”
Get full text

Nonlinear dynamics of localization in neural receptive fields by Lufkin, Leon, Saxe, Andrew M., Grant, Erin

Table of Contents: “… algorithms that optimize explicit sparsity or independence criteria replicate features of these localized…”
Get full text

Regularized Langevin Dynamics for Combinatorial Optimization by Feng, Shengyu, Yang, Yiming

Table of Contents: “… algorithm reduces the runtime of the previous SOTA SA method by up to 80\%, while achieving equal…”
Get full text

PM-MOE: Mixture of Experts on Private Model Parameters for Personalized Federated Learning by Feng, Yu, Geng, Yangli-ao, Zhu, Yifan, Han, Zongfu, Yu, Xie, Xue, Kaiwen, Luo, Haoran, Sun, Mengyang, Zhang, Guangwei, Song, Meina

Table of Contents: “… model-split-based personalized federated learning algorithms, achieving performance improvements…”
Get full text

A2P: A Scalable OFDMA Polling Algorithm for Time-Sensitive Wi-Fi Networks by Agbeve, Douglas Dziedzorm, Belogaev, Andrey, Sandra, Wim, Lylon, Carl, Famaey, Jeroen

Table of Contents: “…Over the years, advancements such as increased bandwidth, new modulation and coding schemes, frame…”
Get full text

A 3D Multimodal Feature for Infrastructure Anomaly Detection by Jing, Yixiong, Lin, Wei, Sheil, Brian, Acikgoz, Sinan

Table of Contents: “…. This feature is integrated into the PatchCore anomaly detection algorithm and evaluated through statistical…”
Get full text

Conditional diffusion model with spatial attention and latent embedding for medical image segmentation by Hejrati, Behzad, Banerjee, Soumyanil, Glide-Hurst, Carri, Dong, Ming

Table of Contents: “… and mIoU over the state-of-the-art algorithms. The source code is publicly available at https://github.com…”
Get full text

Space-Aware Instruction Tuning: Dataset and Benchmark for Guide Dog Robots Assisting the Visually Impaired by Han, ByungOk, Yun, Woo-han, Seo, Beom-Su, Kim, Jaehong

Table of Contents: “… space-aware instruction-tuned model outperforms state-of-the-art algorithms. We have fully open-sourced…”
Get full text

MEMIT-Merge: Addressing MEMIT's Key-Value Conflicts in Same-Subject Batch Editing for LLMs by Dong, Zilu, Shen, Xiangqing, Xia, Rui

Table of Contents: “… editing algorithm, stands out for its capability to perform mass knowledge modifications. However, we…”
Get full text

Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification by Chaddad, Ahmad, Wu, Yihang, Jiang, Yuchen, Bouridane, Ahmed, Desrosiers, Christian

Table of Contents: “… between domains. This paper presents simulation-based algorithms of recent DA techniques, mainly related…”
Get full text

Leave No One Behind: Enhancing Diversity While Maintaining Accuracy in Social Recommendation by Li, Lei, Zhou, Xiao

Table of Contents: “… social recommendation algorithms in terms of both accuracy and diversity. Our empirical analysis reveals…”
Get full text

InstructRobot: A Model-Free Framework for Mapping Natural Language Instructions into Robot Motion by Cleveston, Iury, Santana, Alana C., Costa, Paula D. P., Gudwin, Ricardo R., Simões, Alexandre S., Colombini, Esther L.

Table of Contents: “… reinforcement learning algorithm that enables joint learning of language representations and inverse kinematics…”
Get full text

Reinforcement Learning with Graph Attention for Routing and Wavelength Assignment with Lightpath Reuse by Doherty, Michael, Beghelli, Alejandra

Table of Contents: “… re-examine this problem and present a thorough benchmarking of heuristic algorithms for RWA-LR, which…”
Get full text

Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping by Lai, Guannan, Li, Yujie, Wang, Xiangkun, Zhang, Junbo, Li, Tianrui, Yang, Xin

Table of Contents: “… algorithms to dynamically partition classes into similarity-constrained groups. Each group trains an isolated…”
Get full text

Rethinking Multimodal Learning from the Perspective of Mitigating Classification Ability Disproportion by Jiang, QingYuan, Huang, Longfei, Yang, Yang

Table of Contents: “… by incorporating the principle of boosting. Concretely, we first propose a sustained boosting algorithm…”
Get full text

USeR: A Web-based User Story eReviewer for Assisted Quality Optimizations by Hallmann, Daniel, Jacob, Kerstin, Lüttgen, Gerald, Schmid, Ute, von der Weth, Rüdiger

Table of Contents: “… and refined these to 34 applicable metrics through expert sessions. Finally, we derived algorithms for eight…”
Get full text