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2121
SparseServe: Unlocking Parallelism for Dynamic Sparse Attention in Long-Context LLM Serving
Veröffentlicht 2025Inhaltsangabe: “… length. Dynamic sparse attention algorithms (DSAs) mitigate this by attending only to the key-value (KV …”
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Preprint -
2122
Flexible-Sector 6DMA Base Station: Modeling and Design
Veröffentlicht 2025Inhaltsangabe: “… -forcing (ZF) based receiver applied at the BS to decode multiuser signals, we derive the average sum rate …”
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2123
C2|Q>: A Robust Framework for Bridging Classical and Quantum Software Development
Veröffentlicht 2025Inhaltsangabe: “… , algorithm configuration, hardware selection, and result interpretation - making them difficult for classical …”
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2124
LUT-LLM: Efficient Large Language Model Inference with Memory-based Computations on FPGAs
Veröffentlicht 2025Inhaltsangabe: “… and deploy language models due to algorithm and architecture design limitations. This paper introduces …”
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2125
MoDES: Accelerating Mixture-of-Experts Multimodal Large Language Models via Dynamic Expert Skipping
Veröffentlicht 2025Inhaltsangabe: “… the optimal thresholds, we introduce a frontier search algorithm that exploits monotonicity properties …”
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2126
IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse
Veröffentlicht 2026Inhaltsangabe: “… and optimize this configuration. Training-free IndexCache applies a greedy search algorithm that selects which …”
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2127
Expanders Meet Reed-Muller: Easy Instances of Noisy k-XOR
Veröffentlicht 2026Inhaltsangabe: “… interpretation of the vertices of their graphs, the noisy XOR problem turns into the problem of decoding Reed …”
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2128
Token-Budget-Aware Pool Routing for Cost-Efficient LLM Inference
Veröffentlicht 2026Inhaltsangabe: “… at 10,000 req/s shows \$15.4M/yr in savings. The algorithm adds O(1) dispatch overhead, self-calibrates …”
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2129
Monolithic MoS 2 Strain‐Tunable Spectrometer for on‐Chip Hyperspectral Imaging
Veröffentlicht 2025Inhaltsangabe: “… decoding mechanism, is presented. Leveraging the exceptional electromechanical coupling and strain‐tunable …”
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Artículo Open Access -
2130
FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation Model for Dynamical Simulation
Veröffentlicht 2025Inhaltsangabe: “… decoder‐only transformer architecture with in‐context learning, FMint utilizes both numerical and textual …”
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Artículo Open Access -
2131
Reinnervation of Muscle Targets Enhances the Separability of Motor Unit Signals Following Peripheral Nerve Transfers
Veröffentlicht 2026Inhaltsangabe: “… to decode motor intention, which limits their ability to replicate natural limb movements. Decomposing EMG …”
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Artículo Open Access -
2132
A clustering‐based user pairing scheme for downlink 3D non‐orthogonal multiple access‐based visible light communication systems
Veröffentlicht 2024Inhaltsangabe: “… in literature to implement NOMA effectively so as to reduce the decoding order of successive interference …”
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Artículo Open Access -
2133
An Improved Power Allocation Scheme for Downlink NOMA‐Based MIMO Visible Light Communication Systems
Veröffentlicht 2025Inhaltsangabe: “… as on the user index in the decoding order. In the proposed power allocation scheme, multiple transmitting light …”
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Artículo Open Access -
2134
ADT‐UNet: An Innovative Algorithm for Glioma Segmentation in MR Images
Veröffentlicht 2024Inhaltsangabe: “… ‐UNet, an innovative algorithm for segmenting glioma tumors in MR images. ADT‐UNet leveraged attention …”
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Artículo Open Access -
2135
A Risk Stratification Study of Ultrasound Images of Thyroid Nodules Based on Improved DETR
Veröffentlicht 2024Inhaltsangabe: “… diagnosis system for thyroid nodule ultrasound images, and the existing algorithms for detecting …”
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Artículo Open Access -
2136
Software Reliability Prediction by Adaptive Gated Recurrent Unit‐Based Encoder‐Decoder Model With Ensemble Empirical Mode Decomposition
Veröffentlicht 2024Inhaltsangabe: “… quality assessment. With the rapid development of machine learning and intelligent algorithms, data‐driven …”
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Artículo Open Access -
2137
URRel : Joint Entity and Relation Extraction in Chinese Medical Texts via Unified Representation and Reinforcement Learning With Overlapping Relations
Veröffentlicht 2026Inhaltsangabe: “… process and uses an Actor‐Critic RL algorithm to dynamically optimise the extraction strategy and reduce …”
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Artículo Open Access -
2138
On the degrees of freedom of gridded control points in learning‐based medical image registration
Veröffentlicht 2026Inhaltsangabe: “… , and dense voxel‐wise decoders can be unnecessarily high‐dimensional. A sparse control‐point parameterization …”
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Artículo Open Access -
2139
The Canary in the Carry Chain: model checkpoints for the long Collatz step
Veröffentlicht 2026Inhaltsangabe: “… on an iterative algorithmic factored as $y = E(x, c(x))$ for a discrete controller $c(x)$ and an executor $E …”
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2140
MinRank Gabidulin encryption scheme on matrix codes
Veröffentlicht 2024Inhaltsangabe: “… there exists an efficient decoding algorithm to design an encryption scheme by hiding the generator matrix code …”
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Preprint