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

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

Table of Contents: “… the planning space into convex sets, forming a graph to encode the adjacency relationships within…”
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Optimal Quantization for Matrix Multiplication by Ordentlich, Or, Polyanskiy, Yury

Table of Contents: “… of these new compression algorithms is to be able to approximate not the matrices themselves, but their matrix…”
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Self-Satisfied: An end-to-end framework for SAT generation and prediction by Serrano, Christopher R., Gallagher, Jonathan, Yamada, Kenji, Kopylov, Alexei, Warren, Michael A.

Table of Contents: “… to such understanding: we introduce hardware accelerated algorithms for fast SAT problem generation, a geometric SAT…”
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FeBiM: Efficient and Compact Bayesian Inference Engine Empowered with Ferroelectric In-Memory Computing by Li, Chao, Xu, Zhicheng, Wen, Bo, Mao, Ruibin, Li, Can, Kämpfe, Thomas, Ni, Kai, Yin, Xunzhao

Table of Contents: “… algorithms excel in providing interpretable predictions and reliable uncertainty estimation…”
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Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization by Guo, Xiao, Liu, Xiaohong, Masi, Iacopo, Liu, Xiaoming

Table of Contents: “…. As a result, the algorithm is encouraged to learn both comprehensive features and the inherent…”
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BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices by 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

Table of Contents: “… present BlueLM-V-3B, an algorithm and system co-design approach specifically tailored for the efficient…”
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Learning to Cooperate with Humans using Generative Agents by Liang, Yancheng, Chen, Daphne, Gupta, Abhishek, Du, Simon S., Jaques, Natasha

Table of Contents: “… reinforcement learning (MARL). Current algorithms focus on training simulated human partner policies which…”
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Imperfect-Information Games on Quantum Computers: A Case Study in Skat by Armbrüster, Ulrich, Edelkamp, Stefan, Maresch, Gabriel, Schulze, Erik

Table of Contents: “…, using an example of the most popular German card game Skat. Therefore we use quantum registers to encode…”
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Knowledge-aware Evolutionary Graph Neural Architecture Search by Wang, Chao, Zhao, Jiaxuan, Li, Lingling, Jiao, Licheng, Liu, Fang, Liu, Xu, Yang, Shuyuan

Table of Contents: “… with architecture and dataset encodings is designed to predict multiple performance metrics for candidate transfer…”
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Splatter-360: Generalizable 360$^{\circ}$ Gaussian Splatting for Wide-baseline Panoramic Images by Chen, Zheng, Wu, Chenming, Shen, Zhelun, Zhao, Chen, Ye, Weicai, Feng, Haocheng, Ding, Errui, Zhang, Song-Hai

Table of Contents: “… through a spherical sweep algorithm, enhancing the network's depth perception and geometry estimation…”
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Panacea: Novel DNN Accelerator using Accuracy-Preserving Asymmetric Quantization and Energy-Saving Bit-Slice Sparsity by Kam, Dongyun, Yun, Myeongji, Yoo, Sunwoo, Hong, Seungwoo, Zhang, Zhengya, Lee, Youngjoo

Table of Contents: “…. To increase the slice-level sparsity of activations, we also introduce two algorithm-hardware co-optimization…”
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Using matrix-product states for time-series machine learning by Moore, Joshua B., Stackhouse, Hugo P., Fulcher, Ben D., Mahmoodian, Sahand

Table of Contents: “… an MPS-based algorithm, MPSTime, for learning a joint probability distribution underlying an observed…”
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Split Fine-Tuning for Large Language Models in Wireless Networks by Zhang, Songge, Cheng, Guoliang, Huang, Xinyu, Li, Zuguang, Wu, Wen, Song, Lingyang, Shen, Xuemin

Table of Contents: “… quantization, and lossless encoding methods. Furthermore, we formulate a fine-tuning delay minimization problem…”
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Enabling Population-Level Parallelism in Tree-Based Genetic Programming for GPU Acceleration by Wu, Zhihong, Wang, Lishuang, Sun, Kebin, Li, Zhuozhao, Cheng, Ran

Table of Contents: “…Tree-based Genetic Programming (TGP) is a widely used evolutionary algorithm for tasks…”
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Task-based Regularization in Penalized Least-Squares for Binary Signal Detection Tasks in Medical Image Denoising by Chen, Wentao, Xu, Tianming, Zhou, Weimin

Table of Contents: “…Image denoising algorithms have been extensively investigated for medical imaging. To perform image…”
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Interactive Symbolic Regression through Offline Reinforcement Learning: A Co-Design Framework by Tian, Yuan, Zhou, Wenqi, Viscione, Michele, Dong, Hao, Kammer, David, Fink, Olga

Table of Contents: “… the agent to learn through offline reinforcement learning using any type of tree encoder, enabling more…”
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Using MRNet to Predict Lunar Rock Categories Detected by Chang'e 5 Probe by Cui, Jin, Zou, Yifei, Zhang, Siyuan

Table of Contents: “…) network architecture. The encoding structure of the network uses VGG16 for feature extraction…”
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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…”
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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…”
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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…”
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