Suchergebnisse - encoding (algorithm OR algorithmsssic)

Sample as You Infer: Predictive Coding With Langevin Dynamics von Zahid, Umais, Guo, Qinghai, Fountas, Zafeirios

Inhaltsangabe: “… We present a novel algorithm for parameter learning in generic deep generative models that builds …”
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Optimal Video Compression using Pixel Shift Tracking von Panneerselvam, Hitesh Saai Mananchery, Anand, Smit

Inhaltsangabe: “… The Video comprises approximately ~85\% of all internet traffic, but video encoding/compression …”
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QKAN: quantum Kolmogorov-Arnold networks with applications in machine learning and multivariate state preparation von Ivashkov, Petr, Huang, Po-Wei, Koor, Kelvin, Pira, Lirandë, Rebentrost, Patrick

Inhaltsangabe: “… We introduce quantum Kolmogorov-Arnold networks (QKAN), a quantum algorithmic framework inspired …”
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Fault-tolerant quantum computation with a neutral atom processor von Reichardt, Ben W., Paetznick, Adam, Aasen, David, Basov, Ivan, Bello-Rivas, Juan M., Bonderson, Parsa, Chao, Rui, van Dam, Wim, Hastings, Matthew B., Mishmash, Ryan V., Paz, Andres, da Silva, Marcus P., Sundaram, Aarthi, Svore, Krysta M., Vaschillo, Alexander, Wang, Zhenghan, Zanner, Matt, Cairncross, William B., Chen, Cheng-An, Crow, Daniel, Kim, Hyosub, Kindem, Jonathan M., King, Jonathan, McDonald, Michael, Norcia, Matthew A., Ryou, Albert, Stone, Mark, Wadleigh, Laura, Barnes, Katrina, Battaglino, Peter, Bohdanowicz, Thomas C., Booth, Graham, Brown, Andrew, Brown, Mark O., Cassella, Kayleigh, Coxe, Robin, Epstein, Jeffrey M., Feldkamp, Max, Griger, Christopher, Halperin, Eli, Heinz, Andre, Hummel, Frederic, Jaffe, Matthew, Jones, Antonia M. W., Kapit, Eliot, Kotru, Krish, Lauigan, Joseph, Li, Ming, Marjanovic, Jan, Megidish, Eli, Meredith, Matthew, Morshead, Ryan, Muniz, Juan A., Narayanaswami, Sandeep, Nishiguchi, Ciro, Paule, Timothy, Pawlak, Kelly A., Pudenz, Kristen L., Pérez, David Rodríguez, Simon, Jon, Smull, Aaron, Stack, Daniel, Urbanek, Miroslav, van de Veerdonk, René J. M., Vendeiro, Zachary, Weverka, Robert T., Wilkason, Thomas, Wu, Tsung-Yao, Xie, Xin, Zalys-Geller, Evan, Zhang, Xiaogang, Bloom, Benjamin J.

Inhaltsangabe: “… atoms. We also implement the Bernstein-Vazirani algorithm with up to 28 logical qubits encoded into 112 …”
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Discovering "Words" in Music: Unsupervised Learning of Compositional Sparse Code for Symbolic Music von Wang, Tianle, Zhang, Sirui, Tong, Xinyi, Yu, Peiyang, Chen, Jishang, Zhao, Liangke, Gao, Xinpu, Zhu, Yves, Ge, Tiezheng, Zheng, Bo, Xu, Duo, Liu, Yang, Jin, Xin, Yu, Feng, Zhu, Songchun

Inhaltsangabe: “… This paper presents an unsupervised machine learning algorithm that identifies recurring patterns …”
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Hamiltonian simulation for low-energy states with optimal time dependence von Zlokapa, Alexander, Somma, Rolando D.

Inhaltsangabe: “… subspace. Assuming access to a block-encoding of $H'=(H-E)/λ$ for some $E \in \mathbb R$, the goal …”
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Semi-Supervised Multi-Task Learning Based Framework for Power System Security Assessment von Za'ter, Muhy Eddin, Sajadi, Amirhossein, Hodge, Bri-Mathias

Inhaltsangabe: “… of topological changes. The learning algorithm underlying the proposed framework integrates conditional masked …”
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Position as Probability: Self-Supervised Transformers that Think Past Their Training for Length Extrapolation von Lee, Philip Heejun

Inhaltsangabe: “… their training lengths, yet many critical tasks--such as algorithmic reasoning, multi-step arithmetic …”
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Efficient Maximum Clique Detection via Grover's Algorithm with Real-time Global Size Tracking von Han, Wenmin, Zheng, Shiqi, Chen, Peian, Wang, Yukun

Inhaltsangabe: “… an improved algorithm that dynamically tracks the maximum clique size by encoding prior constraints …”
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DNA Tails for Molecular Flash Memory von Sima, Jin, Pan, Chao, Tabatabaei, S. Kasra, Hernandez, Alvaro G., Schroeder, Charles M., Milenkovic, Olgica

Inhaltsangabe: “… and accompanying encoding and decoding algorithms.  …”
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Activation Quantization of Vision Encoders Needs Prefixing Registers von Kim, Seunghyeon, Yeom, Taesun, Kim, Jinho, Park, Wonpyo, Kim, Kyuyeun, Lee, Jaeho

Inhaltsangabe: “… Large pretrained vision encoders are central to multimodal intelligence, powering applications from …”
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Deciding if a hyperbolic group splits over a given quasiconvex subgroup von MacManus, Joseph

Inhaltsangabe: “… We present an algorithm which decides whether a given quasiconvex residually finite subgroup $H …”
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New Pathways in Coevolutionary Computation von Sipper, Moshe, Moore, Jason H., Urbanowicz, Ryan J.

Inhaltsangabe: “… coevolutionary algorithm that discovers both a representation and an encoding for solving a particular problem …”
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On the minimal free resolution of the Rees algebra of tri-generated bivariate monomial ideals von Iglesias, Rodrigo, Orth, Matthias, Sáenz-de-Cabezón, Eduardo, Seiler, Werner M.

Inhaltsangabe: “… )$. Based on the data obtained by this algorithm, we build a graph that encodes the minimal free resolution …”
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Computing a holonomic submodule of the partial Weyl closure von Brochet, Hadrien

Inhaltsangabe: “… to encoding finer information on the singularities of the system, it serves as a preparatory step for many …”
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Three-qubit Deutsch-Jozsa in measurement-based quantum computing von Schwetz, M., Noack, R. M.

Inhaltsangabe: “… illustrating the method using the two-qubit Deutsch-Jozsa algorithm, we derive a ZX graph-diagram that encodes …”
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H-DES: a Quantum-Classical Hybrid Differential Equation Solver von Jaffali, Hamza, de Araujo, Jonas Bastos, Milazzo, Nadia, Reina, Marta, de Boutray, Henri, Baumann, Karla, Holweck, Frédéric, Mohdeb, Youcef, Katz, Roland

Inhaltsangabe: “… In this article, we introduce an original hybrid quantum-classical algorithm based on a variational …”
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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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Understanding Quantum Imaginary Time Evolution and its Variational form von Anglés-Castillo, Andreu, Ion, Luca, Pandit, Tanmoy, Gomez-Lurbe, Rafael, Martínez, Rodrigo, Garcia-March, Miguel Angel

Inhaltsangabe: “… Many computationally hard problems can be encoded in quantum Hamiltonians. The solution …”
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Non-Unitary Quantum Machine Learning von Heredge, Jamie, West, Maxwell, Hollenberg, Lloyd, Sevior, Martin

Inhaltsangabe: “… We introduce several probabilistic quantum algorithms that overcome the normal unitary restrictions …”
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