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

Synthesising Counterfactual Explanations via Label-Conditional Gaussian Mixture Variational Autoencoders di Jiang, Junqi, Leofante, Francesco, Rago, Antonio, Toni, Francesca

Sommario: “... by algorithmic decisions. A key challenge is generating CEs that are robust against various perturbation types...”
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dInfer: An Efficient Inference Framework for Diffusion Language Models di Ma, Yuxin, Du, Lun, Wei, Lanning, Chen, Kun, Xu, Qian, Wang, Kangyu, Feng, Guofeng, Lu, Guoshan, Liu, Lin, Qi, Xiaojing, Zhang, Xinyuan, Tao, Zhen, Feng, Haibo, Jiang, Ziyun, Xu, Ying, Huang, Zenan, Zhuang, Yihong, Xu, Haokai, Hu, Jiaqi, Lan, Zhenzhong, Zhao, Junbo, Li, Jianguo, Zheng, Da

Sommario: “..., diffusion iteration manager, decoding strategy, and KV-cache manager--and integrates novel algorithms...”
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Nonlinear Dimensionality Reduction Techniques for Bayesian Optimization di Long, Luo, Cartis, Coralia, Shustin, Paz Fink

Sommario: “... on deep metric loss for structured latent manifolds and VAE retraining to adapt the encoder-decoder...”
Testo

GCFX: Generative Counterfactual Explanations for Deep Graph Models at the Model Level di Hu, Jinlong, Liu, Jiacheng

Sommario: “... by leveraging an enhanced deep graph generation framework and a global summarization algorithm. GCFX features...”
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Competitive Non-Clairvoyant KV-Cache Scheduling for LLM Inference di Feng, Yiding, Yang, Zonghan, Zhang, Yuhao

Sommario: “... (KV) cache, where a job's memory footprint grows linearly with the number of decoded tokens...”
Testo

Dynamic Delayed Tree Expansion For Improved Multi-Path Speculative Decoding di Thomas, Rahul, Kitanovski, Teo, Goldblum, Micah, Pal, Arka

Sommario: “...Multi-path speculative decoding accelerates lossless sampling from a target model by using a...”
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Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration di Zhong, Shuzhang, Huang, Haochen, Qiu, Shengxuan, Zuo, Pengfei, Wang, Runsheng, Li, Meng

Sommario: “... it across diverse ToT algorithms and LLMs. Extensive experiments show that SPEX achieves $1.2 \sim 3 \times...”
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Enhancing Grayscale and Color Image Security: A Hybrid Encryption Method Utilizing 3D Henon Map and 3D Arnold Cat Map di RN Ramakant Parida, Binod Kumar Singh, Chittaranjan Pradhan

Sommario: “... for image encryption by combining two chaotic map algorithms, which presented in this work. The two...”
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Optimizing one-axis twists for variational Bayesian quantum metrology di Thurtell, Tyler G., Miyake, Akimasa

Sommario: “... (or decoding) procedures as parameterized quantum circuits. It is important to understand how effective various...”
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Tuning Language Models by Proxy di Liu, Alisa, Han, Xiaochuang, Wang, Yizhong, Tsvetkov, Yulia, Choi, Yejin, Smith, Noah A.

Sommario: “... lightweight decoding-time algorithm that operates on top of black-box LMs to achieve the same end as direct...”
Testo

Joint Source-Channel Coding for Wireless Image Transmission: A Deep Compressed-Sensing Based Method di Jarrahi, Mohammad Amin, Bourtsoulatze, Eirina, Abolghasemi, Vahid

Sommario: “.... Upon reception, the data is decoded to recover the channel-encoded information, effectively removing...”
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Multi-objective Differentiable Neural Architecture Search di Sukthanker, Rhea Sanjay, Zela, Arber, Staffler, Benedikt, Dooley, Samuel, Grabocka, Josif, Hutter, Frank

Sommario: “... expensive search for each constraint. In this work, we propose a novel NAS algorithm that encodes user...”
Testo

Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue di Wang, Jian, Lin, Dongding, Li, Wenjie

Sommario: “... dialogue path consisting of a sequence of <action, topic> pairs using two Transformer decoders...”
Testo

Compressed Image Captioning using CNN-based Encoder-Decoder Framework di Ridoy, Md Alif Rahman, Hasan, M Mahmud, Bhowmick, Shovon

Sommario: “... the gap between the visual and linguistic domains, a task that demands sophisticated algorithms and models...”
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Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation di Liu, Kang, Ma, Zhuoqi, Kang, Xiaolu, Zhong, Zhusi, Jiao, Zhicheng, Baird, Grayson, Bai, Harrison, Miao, Qiguang

Sommario: “... of radiologists. A clinically applicable reports generation algorithm should demonstrate its effectiveness...”
Testo

Cover-separable Fixed Neural Network Steganography via Deep Generative Models di Li, Guobiao, Li, Sheng, Qian, Zhenxing, Zhang, Xinpeng

Sommario: “..., namely Cs-FNNS. In Cs-FNNS, we propose a Steganographic Perturbation Search (SPS) algorithm to directly...”
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CIC: Circular Image Compression di Li, Honggui, Chen, Sinan, Li, Dingtai, Zhang, Zhengyang, Hossain, Nahid Md Lokman, Xu, Xinfeng, Qin, Yinlu, Wang, Ruobing, Trocan, Maria, Galayko, Dimitri, Amara, Amara, Sawan, Mohamad

Sommario: “...-loop architecture with serial encoding and decoding units. Nevertheless, according to the principles...”
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Improved QLDPC Surgery: Logical Measurements and Bridging Codes di Cross, Andrew W., He, Zhiyang, Rall, Patrick J., Yoder, Theodore J.

Sommario: “... decoding algorithm that achieves maximal fault-distance. We further introduce a bridge system to facilitate...”
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EMTeC: A Corpus of Eye Movements on Machine-Generated Texts di Bolliger, Lena Sophia, Haller, Patrick, Cretton, Isabelle Caroline Rose, Reich, David Robert, Kew, Tannon, Jäger, Lena Ann

Sommario: “... by three large language models using five different decoding strategies, and they fall into six different...”
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Blockchain-Enabled Variational Information Bottleneck for Data Extraction Based on Mutual Information in Internet of Vehicles di Zhang, Cui, Zhang, Wenjun, Wu, Qiong, Fan, Pingyi, Cheng, Nan, Chen, Wen, Letaief, Khaled B.

Sommario: “... and decoding networks to address the computational burden issue, and then propose a new algorithm to enhance...”
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