Risultati della ricerca - encoding (Algorithmssics OR (algorithm OR (algorithm OR (algorithmicsics OR algorithm))))

Implicit Graph Search for Planning on Graphs of Convex Sets di Natarajan, Ramkumar, Liu, Chaoqi, Choset, Howie, Likhachev, Maxim

Sommario: “... the planning space into convex sets, forming a graph to encode the adjacency relationships within...”
Testo

Optimal Quantization for Matrix Multiplication di Ordentlich, Or, Polyanskiy, Yury

Sommario: “... of these new compression algorithms is to be able to approximate not the matrices themselves, but their matrix...”
Testo

Self-Satisfied: An end-to-end framework for SAT generation and prediction di Serrano, Christopher R., Gallagher, Jonathan, Yamada, Kenji, Kopylov, Alexei, Warren, Michael A.

Sommario: “... to such understanding: we introduce hardware accelerated algorithms for fast SAT problem generation, a geometric SAT...”
Testo

FeBiM: Efficient and Compact Bayesian Inference Engine Empowered with Ferroelectric In-Memory Computing di Li, Chao, Xu, Zhicheng, Wen, Bo, Mao, Ruibin, Li, Can, Kämpfe, Thomas, Ni, Kai, Yin, Xunzhao

Sommario: “... algorithms excel in providing interpretable predictions and reliable uncertainty estimation...”
Testo

Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization di Guo, Xiao, Liu, Xiaohong, Masi, Iacopo, Liu, Xiaoming

Sommario: “.... As a result, the algorithm is encouraged to learn both comprehensive features and the inherent...”
Testo

BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices di Lu, Xudong, Chen, Yinghao, Chen, Cheng, Tan, Hui, Chen, Boheng, Xie, Yina, Hu, Rui, Tan, Guanxin, Wu, Renshou, Hu, Yan, Zeng, Yi, Wu, Lei, Bian, Liuyang, Wang, Zhaoxiong, Liu, Long, Yang, Yanzhou, Xiao, Han, Zhou, Aojun, Wen, Yafei, Chen, Xiaoxin, Ren, Shuai, Li, Hongsheng

Sommario: “... present BlueLM-V-3B, an algorithm and system co-design approach specifically tailored for the efficient...”
Testo

Learning to Cooperate with Humans using Generative Agents di Liang, Yancheng, Chen, Daphne, Gupta, Abhishek, Du, Simon S., Jaques, Natasha

Sommario: “... reinforcement learning (MARL). Current algorithms focus on training simulated human partner policies which...”
Testo

Imperfect-Information Games on Quantum Computers: A Case Study in Skat di Armbrüster, Ulrich, Edelkamp, Stefan, Maresch, Gabriel, Schulze, Erik

Sommario: “..., using an example of the most popular German card game Skat. Therefore we use quantum registers to encode...”
Testo

Knowledge-aware Evolutionary Graph Neural Architecture Search di Wang, Chao, Zhao, Jiaxuan, Li, Lingling, Jiao, Licheng, Liu, Fang, Liu, Xu, Yang, Shuyuan

Sommario: “... with architecture and dataset encodings is designed to predict multiple performance metrics for candidate transfer...”
Testo

Splatter-360: Generalizable 360$^{\circ}$ Gaussian Splatting for Wide-baseline Panoramic Images di Chen, Zheng, Wu, Chenming, Shen, Zhelun, Zhao, Chen, Ye, Weicai, Feng, Haocheng, Ding, Errui, Zhang, Song-Hai

Sommario: “... through a spherical sweep algorithm, enhancing the network's depth perception and geometry estimation...”
Testo

Panacea: Novel DNN Accelerator using Accuracy-Preserving Asymmetric Quantization and Energy-Saving Bit-Slice Sparsity di Kam, Dongyun, Yun, Myeongji, Yoo, Sunwoo, Hong, Seungwoo, Zhang, Zhengya, Lee, Youngjoo

Sommario: “.... To increase the slice-level sparsity of activations, we also introduce two algorithm-hardware co-optimization...”
Testo

Using matrix-product states for time-series machine learning di Moore, Joshua B., Stackhouse, Hugo P., Fulcher, Ben D., Mahmoodian, Sahand

Sommario: “... an MPS-based algorithm, MPSTime, for learning a joint probability distribution underlying an observed...”
Testo

Split Fine-Tuning for Large Language Models in Wireless Networks di Zhang, Songge, Cheng, Guoliang, Huang, Xinyu, Li, Zuguang, Wu, Wen, Song, Lingyang, Shen, Xuemin

Sommario: “... quantization, and lossless encoding methods. Furthermore, we formulate a fine-tuning delay minimization problem...”
Testo

Enabling Population-Level Parallelism in Tree-Based Genetic Programming for GPU Acceleration di Wu, Zhihong, Wang, Lishuang, Sun, Kebin, Li, Zhuozhao, Cheng, Ran

Sommario: “...Tree-based Genetic Programming (TGP) is a widely used evolutionary algorithm for tasks...”
Testo

Task-based Regularization in Penalized Least-Squares for Binary Signal Detection Tasks in Medical Image Denoising di Chen, Wentao, Xu, Tianming, Zhou, Weimin

Sommario: “...Image denoising algorithms have been extensively investigated for medical imaging. To perform image...”
Testo

Interactive Symbolic Regression through Offline Reinforcement Learning: A Co-Design Framework di Tian, Yuan, Zhou, Wenqi, Viscione, Michele, Dong, Hao, Kammer, David, Fink, Olga

Sommario: “... the agent to learn through offline reinforcement learning using any type of tree encoder, enabling more...”
Testo

Using MRNet to Predict Lunar Rock Categories Detected by Chang'e 5 Probe di Cui, Jin, Zou, Yifei, Zhang, Siyuan

Sommario: “...) network architecture. The encoding structure of the network uses VGG16 for feature extraction...”
Testo

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

Sommario: “... for the learning algorithm. Additionally, combining continuous and discrete features can hinder the learning...”
Testo

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

Sommario: “... on massive datasets of human-generated content, they naturally encode and perpetuate societal biases. While...”
Testo

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

Sommario: “... signatures, a mathematical framework that encodes geometric and temporal properties of continuous paths...”
Testo