Résultats de la recherche - encoding (algorithm OR (algorithmics OR Algorithmsssssics))

MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training par Li, Chengyin, Zhu, Hui, Sultan, Rafi Ibn, Ebadian, Hassan Bagher, Khanduri, Prashant, Indrin, Chetty, Thind, Kundan, Zhu, Dongxiao

Table des matières: “… and Magnetic Resonance (MR) images. This heterogeneity challenges automatic segmentation algorithms to maintain…”
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A PyTorch-Enabled Tool for Synthetic Event Camera Data Generation and Algorithm Development par Greene, Joseph L., Kar, Adrish, Galindo, Ignacio, Quiles, Elijah, Chen, Elliott, Anderson, Matthew

Table des matières: “…Event, or neuromorphic cameras, offer a novel encoding of natural scenes by asynchronously…”
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Image Coding for Machines via Feature-Preserving Rate-Distortion Optimization par Fernández-Menduiña, Samuel, Pavez, Eduardo, Ortega, Antonio

Table des matières: “…Many images and videos are primarily processed by computer vision algorithms, involving only…”
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ProteoKnight: Convolution-based phage virion protein classification and uncertainty analysis par Neha, Samiha Afaf, Bhuiyan, Abir Ahammed, Khan, Md. Ishrak

Table des matières: “… sequencing. However, effective annotation requires specialized sequence encodings. Our paper introduces…”
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AI/ML based Joint Source and Channel Coding for HARQ-ACK Payload par Doshi, Akash, Sen, Pinar, Ivanov, Kirill, Yang, Wei, Namgoong, June, Wang, Runxin, Wang, Rachel, Yoo, Taesang, Jiang, Jing, Ji, Tingfang

Table des matières: “…, we learn a transformer-based encoder using a novel "free-lunch" training algorithm and propose per…”
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Global Low-Rank, Local Full-Rank: The Holographic Encoding of Learned Algorithms par Xu, Yongzhong

Table des matières: “…. These results show that learned algorithms are encoded through dynamically coordinated updates spanning all…”
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LogFold: Compressing Logs with Structured Tokens and Hybrid Encoding par Shan, Shiwen, Huo, Yintong, Zhong, Hongzhan, Wang, Zhining, Su, Yuxin, Zheng, Zibin

Table des matières: “… algorithms, but they offer suboptimal performance because of (1) overlooking redundancies within certain…”
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Posterior Matching over Binary-Input Memoryless Symmetric Channels: Non-Asymptotic Bounds and Low-Complexity Encoding par Yavas, Recep Can

Table des matières: “… increments, drawing on tools from renewal theory. On the algorithmic side, we propose a low-complexity…”
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Simulation of Non-Hermitian Hamiltonians with Bivariate Quantum Signal Processing par Courtney, Joshua M.

Table des matières: “… processing (QSP) with non-commuting signal operators. The algorithm encodes the interaction-picture Dyson…”
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Q-PhotoNAS: Hybrid Quantum Neural Architecture Search Framework on Photonic Devices par Elnakhal, Farah, Marchisio, Alberto, Innan, Nouhaila, Falcao, Gabriel, Shafique, Muhammad

Table des matières: “…-classical models that combines genetic algorithm-based search with learnable quantum phase encoding…”
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Omnidirectional Angular‐Multiplexed Meta‐Holography via Arbitrary Spatial Rays par Chao Xu, Yangyang Shi, Shuai Wan, Zirui Zhao, Zejing Wang, Guozhen Liang, Zile Li, Yongquan Zeng, Zhongyang Li

Table des matières: “… and remains a critical challenge due to the absence of effective phase encoding and fusing mechanisms. Here…”
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Take an Emotion Walk: Perceiving Emotions from Gaits Using Hierarchical Attention Pooling and Affective Mapping par Bhattacharya, Uttaran, Roncal, Christian, Mittal, Trisha, Chandra, Rohan, Kapsaskis, Kyra, Gray, Kurt, Bera, Aniket, Manocha, Dinesh

Table des matières: “… hierarchically pool these joint motions in a bottom-up manner in the encoder, following the kinematic chains…”
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Commutative Evolution Laws in Holographic Cellular Automata: AdS/CFT, Near-Extremal D3-Branes, and a Deep Learning Approach par Go, Hyunju

Table des matières: “…, assuming commutativity as a fundamental principle--much like general covariance once did--for encoding…”
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Reinforcement Learning for Multi-Truck Vehicle Routing Problems par Levin, Joshua, Correll, Randall, Ide, Takanori, Suzuki, Takafumi, Takaho, Saito, Arai, Alan

Table des matières: “… to some vehicle routing problems (VRPs), especially when using policies generated by encoder-decoder…”
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The cost of solving linear differential equations on a quantum computer: fast-forwarding to explicit resource counts par Jennings, David, Lostaglio, Matteo, Lowrie, Robert B., Pallister, Sam, Sornborger, Andrew T.

Table des matières: “… in developing quantum algorithms to efficiently simulate dynamics beyond Hamiltonian simulation, but so far…”
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REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models par Zhang, Ruisi, Hussain, Shehzeen Samarah, Neekhara, Paarth, Koushanfar, Farinaz

Table des matières: “… the challenges, REMARK-LLM proposes three new components: (i) a learning-based message encoding module to infuse…”
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Analog information decoding of bosonic quantum LDPC codes par Berent, Lucas, Hillmann, Timo, Eisert, Jens, Wille, Robert, Roffe, Joschka

Table des matières: “…. Traditional discrete-variable quantum codes that use multiple two-level systems to encode logical information…”
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Hückel Molecular Orbital Theory on a Quantum Computer: A Scalable System-Agnostic Variational Implementation with Compact Encoding par Singh, Harshdeep, Majumder, Sonjoy, Mishra, Sabyashachi

Table des matières: “… quantum computer is reported here based on a variational quantum deflation (VQD) algorithm for excited…”
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JMA: a General Algorithm to Craft Nearly Optimal Targeted Adversarial Example par Tondi, Benedetta, Guo, Wei, Pancino, Niccolò, Barni, Mauro

Table des matières: “… implicitly focusing on one-hot encoding settings. In this paper, a more general, theoretically sound…”
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Deep Reinforcement Learning for Multi-Truck Vehicle Routing Problems with Multi-Leg Demand Routes par Levin, Joshua, Correll, Randall, Ide, Takanori, Suzuki, Takafumi, Saito, Takaho, Arai, Alan

Table des matières: “… to some vehicle routing problems (VRPs), especially when using policies generated by encoder-decoder…”
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