Risultati della ricerca - decoding (Algorithmssicssics OR (algorithm OR (algorithm OR algorithm)))

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

Sommario: “... 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 di Adamiat, Sepideh, Kouw, Wouter M., de Vries, Bert

Sommario: “... 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 di Goel, Anmol, Ritter, Alan, Gurevych, Iryna

Sommario: “...: 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 di Fiorio, Luan Vinícius, Nikoloska, Ivana, Defraene, Bruno, Young, Alex, David, Johan, Aarts, Ronald M.

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

Sommario: “..., 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 di Wu, Shunlong, Lin, Hai, Chen, Shaoshen, Lu, Tingwei, Zeng, Yongqin, Zhan, Shaoxiong, Zheng, Hai-Tao, Kim, Hong-Gee

Sommario: “... 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 di Ringel, Liran, Ali, Ameen, Romano, Yaniv

Sommario: “... 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 di McNichols, Hunter, Scarlatos, Alexander, Dascalu, Mihai, McNamara, Danielle, Lan, Andrew

Sommario: “... 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 di Leopoldo Catania

Sommario: “... 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 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...”
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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...”
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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...”
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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...”
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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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