Search Results - (endedededededededededededededededededededededededecoding OR encoding) (algorithmics OR algorithm)

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

Table of Contents: “… 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 by Yu, Hongze, Fessler, Jeffrey A., Jiang, Yun

Table of Contents: “…-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 by Garcin, Samuel, McInroe, Trevor, Castro, Pablo Samuel, Panangaden, Prakash, Lucas, Christopher G., Abel, David, Albrecht, Stefano V.

Table of Contents: “… 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 by Lee, Xin Wei, Lau, Hoong Chuin

Table of Contents: “…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 by He, Wenbo, Ou, Zhijian

Table of Contents: “…-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 by Gelberg, Yoav, Eitan, Yam, Navon, Aviv, Shamsian, Aviv, Theo, Putterman, Bronstein, Michael, Maron, Haggai

Table of Contents: “…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 by Agathangelou, Anastasia, Manawadu, Dilhan, Tavernelli, Ivano

Table of Contents: “… 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 by Bouton, Maxime, Thouvenin, Pierre-Antoine, Repetti, Audrey, Chainais, Pierre

Table of Contents: “…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 by Golowich, Noah, Liu, Allen, Shetty, Abhishek

Table of Contents: “… 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 by Kolotouros, Ioannis, Sireesh, Adithya, Ferguson, Stuart, Thrasher, Sean, Wallden, Petros, Michel, Julien

Table of Contents: “…. 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 by Adler, Aviv, Tang, Jennifer

Table of Contents: “… 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 by Mashak, Dominic, Schrum, Jacob, Alexander, S. A.

Table of Contents: “… 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 by Spence, Jonathan, Liaudat, Tobías I., Zygalakis, Konstantinos, Pereyra, Marcelo

Table of Contents: “…, 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 by van der Ouderaa, Tycho F. A., van Baalen, Mart, Whatmough, Paul, Nagel, Markus

Table of Contents: “…-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 by Nguyen-Kha, Hung, Nguyen, Ti Ti, Ha, Vu Nguyen, Lagunas, Eva, Chatzinotas, Symeon, Ottersten, Bjorn

Table of Contents: “… 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 by Uziel, Roy, Belhasin, Omer, Levy, Itay, Bercovich, Akhiad, El-Yaniv, Ran, Zilberstein, Ran, Elad, Michael

Table of Contents: “… 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 by Xiong, Yanwei, Centurion, Martin

Table of Contents: “…Anisotropic two-dimensional diffraction signals encode additional structural information, including…”
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Generalized Dual Decomposition by Zhang, Pengyu, Jiang, Ruiwei

Table of Contents: “… 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 by Parthasarathy Ramadass, Saravanan Paramasivam

Table of Contents: “… 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 by Wang, Zhiyuan, Qu, Xiaoyang, Xiao, Jing, Chen, Bokui, Wang, Jianzong

Table of Contents: “… knowledge across tasks and encodes task-specific knowledge. Our comprehensive evaluation across multiple…”
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