Risultati della ricerca - decoding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR Algorithmssics))

Efficient Mixture-of-Agents Serving via Tree-Structured Routing, Adaptive Pruning, and Dependency-Aware Prefill-Decode Overlap di Wang, Zijun, Qi, Yijiahao, Chen, Hanqiu, Wan, Zishen, Sun, Gongjin, Li, Dongyang, Pei, Shuyi, Hao, Cong

Sommario: “... through an algorithm-system co-design. First, we replace dense agent interaction graphs with a...”
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EGAM: Extended Graph Attention Model for Solving Routing Problems di Wang, Licheng, Yan, Yuzi, Huang, Mingtao, Shen, Yuan

Sommario: “... features. We employ an autoregressive encoder-decoder architecture and train it with policy gradient...”
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Attention to details, logits to truth: visual-aware attention and logits enhancement to mitigate hallucinations in LVLMs di Wang, Jingyi, Li, Fei, Liu, Rujie

Sommario: “... algorithm to enhance the attention of task-relevant tokens based on the argument that task-relevant tokens...”
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Quantum approaches to learning parity with noise di Shiu, Daniel

Sommario: “... and Classic McEliece. Classically, the best-known attacks involve information set decoding methods which...”
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Flow-Controlled Scheduling for LLM Inference with Provable Stability Guarantees di Dong, Zhuolun, Cao, Junyu

Sommario: “... in LLM inference is that decode lengths are unknown. The memory usage for each request grows...”
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Improving Temporal Action Segmentation via Constraint-Aware Decoding di Ee, Yeo Keat, Roy, Debaditya, Li, Chen, Zhang, Hao, Fernando, Basura

Sommario: “... modified Viterbi decoding algorithm, allowing inference-time refinement without retraining or added model...”
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A Comparative Study of Conventional and Tripolar EEG for High-Performance Reach-to-Grasp BCI Systems di Rabiee, Ali, Ghafoori, Sima, Cetera, Anna, Norouzi, Maryam, Besio, Walter, Abiri, Reza

Sommario: “.... Four machine learning algorithms were used to evaluate the decoding accuracies. Our results indicated...”
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Noisy Nonadaptive Group Testing with Binary Splitting: New Test Design and Improvement on Price-Scarlett-Tan's Scheme di Li, Xiaxin, Mazumdar, Arya

Sommario: “...) and within the general sublinear regime $K=Θ(N^α)$ where $0<α<1$, our algorithm has a decoding complexity...”
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Advances in List Decoding of Polynomial Codes di Kumar, Mrinal, Ron-Zewi, Noga

Sommario: “... that the original information can be decoded from the redundant encoding even in the presence of some noise...”
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Reinforcement Learning for Multi-Truck Vehicle Routing Problems di Levin, Joshua, Correll, Randall, Ide, Takanori, Suzuki, Takafumi, Takaho, Saito, Arai, Alan

Sommario: “... to some vehicle routing problems (VRPs), especially when using policies generated by encoder-decoder...”
Testo

Average Probability of Error for Single Uniprior Index Coding over Rayleigh Fading Channel di Mahesh, Anjana A, Rajput, Charul, Rupa, Bobbadi, Rajan, B. Sundar

Sommario: “... of transmissions used for decoding the message requests at all the receivers. An algorithm that generates a...”
Testo

Efficient Contextformer: Spatio-Channel Window Attention for Fast Context Modeling in Learned Image Compression di Koyuncu, A. Burakhan, Jia, Panqi, Boev, Atanas, Alshina, Elena, Steinbach, Eckehard

Sommario: “... designs and introduce additional complexity optimizations. During decoding, the proposed optimization...”
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ResWCAE: Biometric Pattern Image Denoising Using Residual Wavelet-Conditioned Autoencoder di Liang, Youzhi, Liang, Wen

Sommario: “... algorithms designed for generic image denoising have shown promise, their large number of parameters and lack...”
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NU-Class Net: A Novel Approach for Video Quality Enhancement di Moghaddam, Parham Zilouchian, Modarressi, Mehdi, Sadeghi, Mohammad Amin

Sommario: “..., video compression algorithms entail significant computational demands in order to achieve substantial...”
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Parameter-Efficient Detoxification with Contrastive Decoding di Niu, Tong, Xiong, Caiming, Yavuz, Semih, Zhou, Yingbo

Sommario: “.... In this work, we introduce Detoxification Generator (DETOXIGEN), an inference-time algorithm that steers...”
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Deep Reinforcement Learning for Multi-Truck Vehicle Routing Problems with Multi-Leg Demand Routes di Levin, Joshua, Correll, Randall, Ide, Takanori, Suzuki, Takafumi, Saito, Takaho, Arai, Alan

Sommario: “... to some vehicle routing problems (VRPs), especially when using policies generated by encoder-decoder...”
Testo

Metasql: A Generate-then-Rank Framework for Natural Language to SQL Translation di Fan, Yuankai, He, Zhenying, Ren, Tonghui, Huang, Can, Jing, Yinan, Zhang, Kai, Wang, X. Sean

Sommario: “... sequence-to-sequence models or large-scale language models, typically employ auto-regressive decoding...”
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Node Centrality Approximation For Large Networks Based On Inductive Graph Neural Networks di Zou, Yiwei, Li, Ting, Luo, Zong-fu

Sommario: “... to their high time complexity. To mitigate these computational challenges, numerous approximation algorithms...”
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Deep Neural Crossover di Shem-Tov, Eliad, Elyasaf, Achiya

Sommario: “...We present a novel multi-parent crossover operator in genetic algorithms (GAs) called ``Deep Neural...”
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ReALLM: A general framework for LLM compression and fine-tuning di Leconte, Louis, Bedin, Lisa, Nguyen, Van Minh, Moulines, Eric

Sommario: “... and a single forward pass with the decoder. Our weight-only quantization algorithm yields the best...”
Testo