Resultados de búsqueda - (endedededededededededededededededededededededecoding OR encoding) (algorithmics OR algorithm)

Learning Implicit Social Navigation Behavior using Deep Inverse Reinforcement Learning por Kathuria, Tribhi, Liu, Ke, Jang, Junwoo, Yang, X. Jessie, Ghaffari, Maani

Tabla de Contenidos: “… novel Smooth Maximum Entropy Deep Inverse Reinforcement Learning (S-MEDIRL) algorithm that can…”
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Bilevel Optimized Implicit Neural Representation for Scan-Specific Accelerated MRI Reconstruction por Yu, Hongze, Fessler, Jeffrey A., Jiang, Yun

Tabla de Contenidos: “…-of-distribution data. Self-supervised deep learning algorithms perform scan-specific reconstructions, but still…”
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Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning por Garcin, Samuel, McInroe, Trevor, Castro, Pablo Samuel, Panangaden, Prakash, Lucas, Christopher G., Abel, David, Albrecht, Stefano V.

Tabla de Contenidos: “… challenge for deep reinforcement learning agents. Actor-critic algorithms add further complexity…”
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Implementing Slack-Free Custom Penalty Function for QUBO on Gate-Based Quantum Computers por Lee, Xin Wei, Lau, Hoong Chuin

Tabla de Contenidos: “…Solving NP-hard constrained combinatorial optimization problems using quantum algorithms remains a…”
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Joint-stochastic-approximation Autoencoders with Application to Semi-supervised Learning por He, Wenbo, Ou, Zhijian

Tabla de Contenidos: “…-approximation (JSA) autoencoders - a new family of algorithms for building deep directed generative models…”
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GradMetaNet: An Equivariant Architecture for Learning on Gradients por Gelberg, Yoav, Eitan, Yam, Navon, Aviv, Shamsian, Aviv, Theo, Putterman, Bronstein, Michael, Maron, Haggai

Tabla de Contenidos: “…Gradients of neural networks encode valuable information for optimization, editing, and analysis…”
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Quantum Algorithm for Protein Side-Chain Optimisation: Comparing Quantum to Classical Methods por Agathangelou, Anastasia, Manawadu, Dilhan, Tavernelli, Ivano

Tabla de Contenidos: “… algorithm to compute the ground state energy of protein structures, with a focus on side-chain configuration…”
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A Distributed Plug-and-Play MCMC Algorithm for High-Dimensional Inverse Problems por Bouton, Maxime, Thouvenin, Pierre-Antoine, Repetti, Audrey, Chainais, Pierre

Tabla de Contenidos: “…Markov Chain Monte Carlo (MCMC) algorithms are standard approaches to solve imaging inverse…”
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Provably Learning from Modern Language Models via Low Logit Rank por Golowich, Noah, Liu, Allen, Shetty, Abhishek

Tabla de Contenidos: “… is on understanding how this structure can be exploited algorithmically for obtaining provable learning guarantees…”
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Quantum Elastic Network Models and their Application to Graphene por Kolotouros, Ioannis, Sireesh, Adithya, Ferguson, Stuart, Thrasher, Sean, Wallden, Petros, Michel, Julien

Tabla de Contenidos: “…. To address this issue, we introduce Quantum Elastic Network Models (QENMs) and utilize the quantum algorithm…”
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Synchronizing Probabilities in Model-Driven Lossless Compression por Adler, Aviv, Tang, Jennifer

Tabla de Contenidos: “… more effective compression algorithms. However, both compressor and decompressor must have exactly…”
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Multi-Objective Evolutionary Design of Molecules with Enhanced Nonlinear Optical Properties por Mashak, Dominic, Schrum, Jacob, Alexander, S. A.

Tabla de Contenidos: “… space and competing objectives. We compare evolutionary algorithms for molecular design, targeting four…”
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Deep unfolding of MCMC kernels: scalable, modular & explainable GANs for high-dimensional posterior sampling por Spence, Jonathan, Liaudat, Tobías I., Zygalakis, Konstantinos, Pereyra, Marcelo

Tabla de Contenidos: “…, such as generative adversarial networks (GANs), variational auto-encoders and normalising flows offer a…”
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Leech Lattice Vector Quantization for Efficient LLM Compression por van der Ouderaa, Tycho F. A., van Baalen, Mart, Whatmough, Paul, Nagel, Markus

Tabla de Contenidos: “…-theoretic bounds. While vector quantization (VQ) overcomes these limits by encoding blocks of parameters…”
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A Joint JSCC-Resource Allocation Framework for QoS-Aware Semantic Communication in LEO Satellite-based EO Missions por Nguyen-Kha, Hung, Nguyen, Ti Ti, Ha, Vu Nguyen, Lagunas, Eva, Chatzinotas, Symeon, Ottersten, Bjorn

Tabla de Contenidos: “… transmit power by jointly optimizing the JSCC encoder-decoder parameters and resource allocation. However…”
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CRoCoDiL: Continuous and Robust Conditioned Diffusion for Language por Uziel, Roy, Belhasin, Omer, Levy, Itay, Bercovich, Akhiad, El-Yaniv, Ran, Zilberstein, Ran, Elad, Michael

Tabla de Contenidos: “… for Language), a unified fine-tuning approach that jointly trains an encoder-demasker architecture, grounding…”
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Reconstruction of missing low-angle scattering in two-dimensional diffraction signal por Xiong, Yanwei, Centurion, Martin

Tabla de Contenidos: “…Anisotropic two-dimensional diffraction signals encode additional structural information, including…”
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Generalized Dual Decomposition por Zhang, Pengyu, Jiang, Ruiwei

Tabla de Contenidos: “… parallelization while exhibiting strong duality. By encoding the nonlinear regularizers through parameterization…”
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An Optimized Hardware Implementation of ASCON With Power Analysis Attack Resistance por Parthasarathy Ramadass, Saravanan Paramasivam

Tabla de Contenidos: “… lightweight cryptographic algorithm is required to be implemented in such nodes. ASCON is one such lightweight…”
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INCPrompt: Task-Aware incremental Prompting for Rehearsal-Free Class-incremental Learning por Wang, Zhiyuan, Qu, Xiaoyang, Xiao, Jing, Chen, Bokui, Wang, Jianzong

Tabla de Contenidos: “… knowledge across tasks and encodes task-specific knowledge. Our comprehensive evaluation across multiple…”
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