Suchergebnisse - encoding ((algorithmicsicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

Recurrent neural networks implemented through spatiotemporal light propagation in optical fibers von Eşlik, Dilem, Kesgin, Bahadır Utku, Teğin, Uğur

Inhaltsangabe: “… recurrent computation through passive light propagation. Video frames are encoded onto separate optical …”
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Hypernetwork-based approach for grid-independent functional data clustering von Thatipelli, Anirudh, Siahkoohi, Ali

Inhaltsangabe: “… -- at arbitrary resolution and on arbitrary grids -- into a fixed-dimensional vector space via an auto-encoding …”
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Multistep Inverse Is Not All You Need von Levine, Alexander, Stone, Peter, Zhang, Amy

Inhaltsangabe: “… than the dynamics of the raw observations. It is therefore desirable to learn an encoder to map …”
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PA-LOCO: Learning Perturbation-Adaptive Locomotion for Quadruped Robots von Xiao, Zhiyuan, Zhang, Xinyu, Zhou, Xiang, Zhang, Qingrui

Inhaltsangabe: “… various terrains based on a teacher-student architecture. However, its one-encoder structure …”
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You Only Spike Once: Improving Energy-Efficient Neuromorphic Inference to ANN-Level Accuracy von P, Srivatsa, Chu, Kyle Timothy Ng, Amornpaisannon, Burin, Tavva, Yaswanth, Miriyala, Venkata Pavan Kumar, Wu, Jibin, Zhang, Malu, Li, Haizhou, Carlson, Trevor E.

Inhaltsangabe: “… . To accomplish this, we propose: (1) a novel optimization algorithm for TTFS-encoded SNNs converted from ANNs …”
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Verifiable Encodings for Secure Homomorphic Analytics von Chatel, Sylvain, Knabenhans, Christian, Pyrgelis, Apostolos, Troncoso, Carmela, Hubaux, Jean-Pierre

Inhaltsangabe: “… encodings and build authenticators that enable practical client-verification of cloud-based homomorphic …”
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Learning-based Motion Planning in Dynamic Environments Using GNNs and Temporal Encoding von Zhang, Ruipeng, Yu, Chenning, Chen, Jingkai, Fan, Chuchu, Gao, Sicun

Inhaltsangabe: “… . We propose a GNN-based approach that uses temporal encoding and imitation learning with data …”
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Manifold Learning by Mixture Models of VAEs for Inverse Problems von Alberti, Giovanni S., Hertrich, Johannes, Santacesaria, Matteo, Sciutto, Silvia

Inhaltsangabe: “… of variational autoencoders. Here, every encoder-decoder pair represents one chart of a manifold. We propose a …”
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StereoVAE: A lightweight stereo-matching system using embedded GPUs von Chang, Qiong, Li, Xiang, Xu, Xin, Liu, Xin, Li, Yun, Jun, Miyazaki

Inhaltsangabe: “… neural network based on variational auto-encoder (VAE) to upsample and refinement a small size of coarse …”
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Designing Stable Neural Networks using Convex Analysis and ODEs von Sherry, Ferdia, Celledoni, Elena, Ehrhardt, Matthias J., Murari, Davide, Owren, Brynjulf, Schönlieb, Carola-Bibiane

Inhaltsangabe: “… present a ResNet-styled neural network architecture that encodes non-expansive (1-Lipschitz) operators …”
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Denoising of Sphere- and SO(3)-Valued Data by Relaxed Tikhonov Regularization von Beinert, Robert, Bresch, Jonas, Steidl, Gabriele

Inhaltsangabe: “… circle-valued data has been proposed by Condat (2022). The circle constraints are here encoded in a …”
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Stochastic Quantum Power Flow for Risk Assessment in Power Systems von Sævarsson, Brynjar, Jóhannsson, Hjörtur, Chatzivasileiadis, Spyros

Inhaltsangabe: “… ) analysis in power systems. The proposed method leverages quantum states to encode power flow distributions …”
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Hardware requirements for realizing a quantum advantage with deterministic single-photon sources von Sund, Patrik I., Uppu, Ravitej, Paesani, Stefano, Lodahl, Peter

Inhaltsangabe: “… Boson sampling is a specialised algorithm native to the quantum photonic platform developed …”
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From Interpolation to Extrapolation: Complete Length Generalization for Arithmetic Transformers von Duan, Shaoxiong, Shi, Yining, Xu, Wei

Inhaltsangabe: “… arithmetic algorithms, such as addition and parity. Through experiments and attention analysis, we identify a …”
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Satisfiability Modulo Theories for Verifying MILP Certificates von Wood, Kenan, Zhou, Runtian, Wu, Haoze, Mendes, Hammurabi, Pulaj, Jonad

Inhaltsangabe: “… for answers produced by MILP solvers. We design a schema to encode VIPR's inference rules as a ground formula …”
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Variational Quantum Circuit Design for Quantum Reinforcement Learning on Continuous Environments von Kruse, Georg, Dragan, Theodora-Augustina, Wille, Robert, Lorenz, Jeanette Miriam

Inhaltsangabe: “… quantum submodules in the architecture of the algorithm. One branch of QRL focuses on the replacement …”
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Category of SET orders von Lan, Tian, Yue, Gen, Wang, Longye

Inhaltsangabe: “… n-category symmetries, we show that the category of SET orders encodes almost all information about …”
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Quantum Transformer: Accelerating model inference via quantum linear algebra von Guo, Naixu, Yu, Zhan, Choi, Matthew, Han, Yizhan, Agrawal, Aman, Nakaji, Kouhei, Aspuru-Guzik, Alán, Rebentrost, Patrick

Inhaltsangabe: “… algorithm prepares an amplitude encoding of the transformer output, which can be measured for prediction …”
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Energy Allocation for Multi-User Cooperative Molecular Communication Systems in the Internet of Bio-Nano Things von Jing, Dongliang, Lin, Lin, Eckford, Andrew W.

Inhaltsangabe: “… the consumption of free energy, and encoding information on molecule types. The performance of the transmitter …”
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Mechanistic Interpretability for AI Safety -- A Review von Bereska, Leonard, Gavves, Efstratios

Inhaltsangabe: “… and representations learned by neural networks into human-understandable algorithms and concepts to provide a granular …”
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