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

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

Table of Contents: “… 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 by Greene, Joseph L., Kar, Adrish, Galindo, Ignacio, Quiles, Elijah, Chen, Elliott, Anderson, Matthew

Table of Contents: “…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 by Fernández-Menduiña, Samuel, Pavez, Eduardo, Ortega, Antonio

Table of Contents: “…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 by Neha, Samiha Afaf, Bhuiyan, Abir Ahammed, Khan, Md. Ishrak

Table of Contents: “… 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 by Doshi, Akash, Sen, Pinar, Ivanov, Kirill, Yang, Wei, Namgoong, June, Wang, Runxin, Wang, Rachel, Yoo, Taesang, Jiang, Jing, Ji, Tingfang

Table of Contents: “…, 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 by Xu, Yongzhong

Table of Contents: “…. 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 by Shan, Shiwen, Huo, Yintong, Zhong, Hongzhan, Wang, Zhining, Su, Yuxin, Zheng, Zibin

Table of Contents: “… 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 by Yavas, Recep Can

Table of Contents: “… 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 by Courtney, Joshua M.

Table of Contents: “… 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 by Elnakhal, Farah, Marchisio, Alberto, Innan, Nouhaila, Falcao, Gabriel, Shafique, Muhammad

Table of Contents: “…-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 by Chao Xu, Yangyang Shi, Shuai Wan, Zirui Zhao, Zejing Wang, Guozhen Liang, Zile Li, Yongquan Zeng, Zhongyang Li

Table of Contents: “… 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 by Bhattacharya, Uttaran, Roncal, Christian, Mittal, Trisha, Chandra, Rohan, Kapsaskis, Kyra, Gray, Kurt, Bera, Aniket, Manocha, Dinesh

Table of Contents: “… 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 by Go, Hyunju

Table of Contents: “…, 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 by Levin, Joshua, Correll, Randall, Ide, Takanori, Suzuki, Takafumi, Takaho, Saito, Arai, Alan

Table of Contents: “… 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 by Jennings, David, Lostaglio, Matteo, Lowrie, Robert B., Pallister, Sam, Sornborger, Andrew T.

Table of Contents: “… 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 by Zhang, Ruisi, Hussain, Shehzeen Samarah, Neekhara, Paarth, Koushanfar, Farinaz

Table of Contents: “… 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 by Berent, Lucas, Hillmann, Timo, Eisert, Jens, Wille, Robert, Roffe, Joschka

Table of Contents: “…. 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 by Singh, Harshdeep, Majumder, Sonjoy, Mishra, Sabyashachi

Table of Contents: “… 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 by Tondi, Benedetta, Guo, Wei, Pancino, Niccolò, Barni, Mauro

Table of Contents: “… 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 by Levin, Joshua, Correll, Randall, Ide, Takanori, Suzuki, Takafumi, Saito, Takaho, Arai, Alan

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