Resultados de búsqueda - decoding (Algorithmsssics OR (algorithm OR (algorithm OR algorithm)))

Know Your Limits: Entropy Estimation Modeling for Compression and Generalization por Badger, Benjamin L., Neligeorge, Matthew

Tabla de Contenidos: “… compression. The most efficient language compression algorithms today are causal (next token prediction) large…”
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A Spiking Neural Network Implementation of Gaussian Belief Propagation por Adamiat, Sepideh, Kouw, Wouter M., de Vries, Bert

Tabla de Contenidos: “… these signals through a spiking neural network (SNN) and decoding the spike-based signal back to an outgoing…”
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Auditing Language Model Unlearning via Information Decomposition por Goel, Anmol, Ritter, Alan, Gurevych, Iryna

Tabla de Contenidos: “…: despite the apparent success of unlearning algorithms, information about the forgotten data remains…”
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Physics-Guided Variational Model for Unsupervised Sound Source Tracking por Fiorio, Luan Vinícius, Nikoloska, Ivana, Defraene, Bruno, Young, Alex, David, Johan, Aarts, Ronald M.

Tabla de Contenidos: “…Sound source tracking is commonly performed using classical array-processing algorithms, while…”
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SVD Contextual Sparsity Predictors for Fast LLM Inference por Serbin, Georgii, Koshkin, Kirill, Sun, Zhongao, Bistrigova, Anastasiya, Korikov, C. C.

Tabla de Contenidos: “…, along with a threshold calibration algorithm, and inference executors supporting conditional computation…”
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SemantiCache: Efficient KV Cache Compression via Semantic Chunking and Clustered Merging por Wu, Shunlong, Lin, Hai, Chen, Shaoshen, Lu, Tingwei, Zeng, Yongqin, Zhan, Shaoxiong, Zheng, Hai-Tao, Kim, Hong-Gee

Tabla de Contenidos: “… each chunk, we introduce a computationally efficient Greedy Seed-Based Clustering (GSC) algorithm…”
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Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models por Ringel, Liran, Ali, Ameen, Romano, Yaniv

Tabla de Contenidos: “… in parallel. However, parallel decoding introduces a distributional mismatch: it approximates the joint…”
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Gumbel Machine: Counterfactual Student Writing Generation via Gumbel Noise Steering por McNichols, Hunter, Scarlatos, Alexander, Dascalu, Mihai, McNamara, Danielle, Lan, Andrew

Tabla de Contenidos: “… to a reference factual text. Central to our approach is a novel, controlled decoding algorithm, $β…”
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Multiple Chains Markov Switching Vector Autoregression por Leopoldo Catania

Tabla de Contenidos: “… more informative decoding of the latent states than the standard MS‐VAR model. The maximum likelihood…”
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Optimizing one-axis twists for variational Bayesian quantum metrology por Thurtell, Tyler G., Miyake, Akimasa

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

Tabla de Contenidos: “… 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 por Jarrahi, Mohammad Amin, Bourtsoulatze, Eirina, Abolghasemi, Vahid

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

Tabla de Contenidos: “… 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 por Wang, Jian, Lin, Dongding, Li, Wenjie

Tabla de Contenidos: “… 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 por Ridoy, Md Alif Rahman, Hasan, M Mahmud, Bhowmick, Shovon

Tabla de Contenidos: “… 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 por Liu, Kang, Ma, Zhuoqi, Kang, Xiaolu, Zhong, Zhusi, Jiao, Zhicheng, Baird, Grayson, Bai, Harrison, Miao, Qiguang

Tabla de Contenidos: “… 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 por Li, Guobiao, Li, Sheng, Qian, Zhenxing, Zhang, Xinpeng

Tabla de Contenidos: “…, namely Cs-FNNS. In Cs-FNNS, we propose a Steganographic Perturbation Search (SPS) algorithm to directly…”
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CIC: Circular Image Compression por 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

Tabla de Contenidos: “…-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 por Cross, Andrew W., He, Zhiyang, Rall, Patrick J., Yoder, Theodore J.

Tabla de Contenidos: “… 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 por Bolliger, Lena Sophia, Haller, Patrick, Cretton, Isabelle Caroline Rose, Reich, David Robert, Kew, Tannon, Jäger, Lena Ann

Tabla de Contenidos: “… by three large language models using five different decoding strategies, and they fall into six different…”
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