Search Results - decoding (algorithm OR (algorithmics OR Algorithmssics))

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

Table of Contents: “… 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 by 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

Table of Contents: “…, diffusion iteration manager, decoding strategy, and KV-cache manager--and integrates novel algorithms…”
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Nonlinear Dimensionality Reduction Techniques for Bayesian Optimization by Long, Luo, Cartis, Coralia, Shustin, Paz Fink

Table of Contents: “… on deep metric loss for structured latent manifolds and VAE retraining to adapt the encoder-decoder…”
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GCFX: Generative Counterfactual Explanations for Deep Graph Models at the Model Level by Hu, Jinlong, Liu, Jiacheng

Table of Contents: “… 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 by Feng, Yiding, Yang, Zonghan, Zhang, Yuhao

Table of Contents: “… (KV) cache, where a job's memory footprint grows linearly with the number of decoded tokens…”
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Dynamic Delayed Tree Expansion For Improved Multi-Path Speculative Decoding by Thomas, Rahul, Kitanovski, Teo, Goldblum, Micah, Pal, Arka

Table of Contents: “…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 by Zhong, Shuzhang, Huang, Haochen, Qiu, Shengxuan, Zuo, Pengfei, Wang, Runsheng, Li, Meng

Table of Contents: “… 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 by RN Ramakant Parida, Binod Kumar Singh, Chittaranjan Pradhan

Table of Contents: “… 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 by Thurtell, Tyler G., Miyake, Akimasa

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

Table of Contents: “… lightweight decoding-time algorithm that operates on top of black-box LMs to achieve the same end as direct…”
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Joint Source-Channel Coding for Wireless Image Transmission: A Deep Compressed-Sensing Based Method by Jarrahi, Mohammad Amin, Bourtsoulatze, Eirina, Abolghasemi, Vahid

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

Table of Contents: “… expensive search for each constraint. In this work, we propose a novel NAS algorithm that encodes user…”
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Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue by Wang, Jian, Lin, Dongding, Li, Wenjie

Table of Contents: “… dialogue path consisting of a sequence of <action, topic> pairs using two Transformer decoders…”
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Compressed Image Captioning using CNN-based Encoder-Decoder Framework by Ridoy, Md Alif Rahman, Hasan, M Mahmud, Bhowmick, Shovon

Table of Contents: “… 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 by Liu, Kang, Ma, Zhuoqi, Kang, Xiaolu, Zhong, Zhusi, Jiao, Zhicheng, Baird, Grayson, Bai, Harrison, Miao, Qiguang

Table of Contents: “… of radiologists. A clinically applicable reports generation algorithm should demonstrate its effectiveness…”
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Cover-separable Fixed Neural Network Steganography via Deep Generative Models by Li, Guobiao, Li, Sheng, Qian, Zhenxing, Zhang, Xinpeng

Table of Contents: “…, namely Cs-FNNS. In Cs-FNNS, we propose a Steganographic Perturbation Search (SPS) algorithm to directly…”
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CIC: Circular Image Compression by 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

Table of Contents: “…-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 by Cross, Andrew W., He, Zhiyang, Rall, Patrick J., Yoder, Theodore J.

Table of Contents: “… 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 by Bolliger, Lena Sophia, Haller, Patrick, Cretton, Isabelle Caroline Rose, Reich, David Robert, Kew, Tannon, Jäger, Lena Ann

Table of Contents: “… 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 by Zhang, Cui, Zhang, Wenjun, Wu, Qiong, Fan, Pingyi, Cheng, Nan, Chen, Wen, Letaief, Khaled B.

Table of Contents: “… and decoding networks to address the computational burden issue, and then propose a new algorithm to enhance…”
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