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1061
Average Probability of Error for Single Uniprior Index Coding over Rayleigh Fading Channel
Publicado 2023Tabla de Contenidos: “… of transmissions used for decoding the message requests at all the receivers. An algorithm that generates a…”
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1062
Efficient Contextformer: Spatio-Channel Window Attention for Fast Context Modeling in Learned Image Compression
Publicado 2023Tabla de Contenidos: “… designs and introduce additional complexity optimizations. During decoding, the proposed optimization…”
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1063
ResWCAE: Biometric Pattern Image Denoising Using Residual Wavelet-Conditioned Autoencoder
Publicado 2023Tabla de Contenidos: “… algorithms designed for generic image denoising have shown promise, their large number of parameters and lack…”
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1064
NU-Class Net: A Novel Approach for Video Quality Enhancement
Publicado 2024Tabla de Contenidos: “…, video compression algorithms entail significant computational demands in order to achieve substantial…”
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1065
Parameter-Efficient Detoxification with Contrastive Decoding
Publicado 2024Tabla de Contenidos: “…. In this work, we introduce Detoxification Generator (DETOXIGEN), an inference-time algorithm that steers…”
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1066
Deep Reinforcement Learning for Multi-Truck Vehicle Routing Problems with Multi-Leg Demand Routes
Publicado 2024Tabla de Contenidos: “… to some vehicle routing problems (VRPs), especially when using policies generated by encoder-decoder…”
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1067
Metasql: A Generate-then-Rank Framework for Natural Language to SQL Translation
Publicado 2024Tabla de Contenidos: “… sequence-to-sequence models or large-scale language models, typically employ auto-regressive decoding…”
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1068
Node Centrality Approximation For Large Networks Based On Inductive Graph Neural Networks
Publicado 2024Tabla de Contenidos: “… to their high time complexity. To mitigate these computational challenges, numerous approximation algorithms…”
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1069
Deep Neural Crossover
Publicado 2024Tabla de Contenidos: “…We present a novel multi-parent crossover operator in genetic algorithms (GAs) called ``Deep Neural…”
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1070
ReALLM: A general framework for LLM compression and fine-tuning
Publicado 2024Tabla de Contenidos: “… and a single forward pass with the decoder. Our weight-only quantization algorithm yields the best…”
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1071
Tele-Aloha: A Low-budget and High-authenticity Telepresence System Using Sparse RGB Cameras
Publicado 2024Tabla de Contenidos: “… communication. As the core of Tele-Aloha, we propose an efficient novel view synthesis algorithm for upper-body…”
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1072
Fair Computation Offloading for RSMA-Assisted Mobile Edge Computing Networks
Publicado 2024Tabla de Contenidos: “… develop an efficient algorithm to obtain a suboptimal solution. Particularly, the time allocation…”
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1073
Knowledge Fusion By Evolving Weights of Language Models
Publicado 2024Tabla de Contenidos: “… by evolutionary algorithms, which does not need further training or additional training data. Specifically, our…”
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1074
Efficiently improving key weather variables forecasting by performing the guided iterative prediction in latent space
Publicado 2024Tabla de Contenidos: “… large number of weather variables. Therefore, we propose an 'encoding-prediction-decoding' prediction…”
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1075
Multi-User SR-LDPC Codes
Publicado 2024Tabla de Contenidos: “… the sent information, the decoder jointly processes the received signals using a low-complexity and highly…”
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1076
RIS-Aided Unsourced Multiple Access (RISUMA): Coding Strategy and Performance Limits
Publicado 2024Tabla de Contenidos: “… and a randomly spread polar codeword. The proposed decoder operates in two phases. In the first phase…”
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1077
FastFixer: An Efficient and Effective Approach for Repairing Programming Assignments
Publicado 2024Tabla de Contenidos: “… remarkable inference speedup of 16.67 times compared to the autoregressive decoding algorithm. …”
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1078
Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces
Publicado 2024Tabla de Contenidos: “…) using different decoding algorithms demonstrated that: 1) CR is effective, i.e., it can noticeably…”
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1079
URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction
Publicado 2024Tabla de Contenidos: “…The challenges of road network segmentation demand an algorithm capable of adapting to the sparse…”
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1080
Deep Learning in Wireless Communication Receiver: A Survey
Publicado 2025Tabla de Contenidos: “… receivers depend on mathematical models and algorithms, which do not have the ability to adapt or learn from…”
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