Search Results - decoding ((Algorithmsssics OR algorithm) OR (algorithm OR (algorithm OR algorithm)))

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

Table of Contents: “… 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 by Wang, Licheng, Yan, Yuzi, Huang, Mingtao, Shen, Yuan

Table of Contents: “… 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 by Wang, Jingyi, Li, Fei, Liu, Rujie

Table of Contents: “… 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 by Shiu, Daniel

Table of Contents: “… 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 by Dong, Zhuolun, Cao, Junyu

Table of Contents: “… 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 by Ee, Yeo Keat, Roy, Debaditya, Li, Chen, Zhang, Hao, Fernando, Basura

Table of Contents: “… 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 by Rabiee, Ali, Ghafoori, Sima, Cetera, Anna, Norouzi, Maryam, Besio, Walter, Abiri, Reza

Table of Contents: “…. 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 by Li, Xiaxin, Mazumdar, Arya

Table of Contents: “…) 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 by Kumar, Mrinal, Ron-Zewi, Noga

Table of Contents: “… 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 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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Average Probability of Error for Single Uniprior Index Coding over Rayleigh Fading Channel by Mahesh, Anjana A, Rajput, Charul, Rupa, Bobbadi, Rajan, B. Sundar

Table of Contents: “… of transmissions used for decoding the message requests at all the receivers. An algorithm that generates a…”
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Efficient Contextformer: Spatio-Channel Window Attention for Fast Context Modeling in Learned Image Compression by Koyuncu, A. Burakhan, Jia, Panqi, Boev, Atanas, Alshina, Elena, Steinbach, Eckehard

Table of Contents: “… 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 by Liang, Youzhi, Liang, Wen

Table of Contents: “… 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 by Moghaddam, Parham Zilouchian, Modarressi, Mehdi, Sadeghi, Mohammad Amin

Table of Contents: “…, video compression algorithms entail significant computational demands in order to achieve substantial…”
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Parameter-Efficient Detoxification with Contrastive Decoding by Niu, Tong, Xiong, Caiming, Yavuz, Semih, Zhou, Yingbo

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

Table of Contents: “… 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 by Zou, Yiwei, Li, Ting, Luo, Zong-fu

Table of Contents: “… to their high time complexity. To mitigate these computational challenges, numerous approximation algorithms…”
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Deep Neural Crossover by Shem-Tov, Eliad, Elyasaf, Achiya

Table of Contents: “…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 by Leconte, Louis, Bedin, Lisa, Nguyen, Van Minh, Moulines, Eric

Table of Contents: “… and a single forward pass with the decoder. Our weight-only quantization algorithm yields the best…”
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