Suchergebnisse - decoding (algorithmssics OR (algorithm OR (algorithm OR algorithm)))

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

Inhaltsangabe: “… 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 von Adamiat, Sepideh, Kouw, Wouter M., de Vries, Bert

Inhaltsangabe: “… 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 von Goel, Anmol, Ritter, Alan, Gurevych, Iryna

Inhaltsangabe: “… : 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 von Fiorio, Luan Vinícius, Nikoloska, Ivana, Defraene, Bruno, Young, Alex, David, Johan, Aarts, Ronald M.

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

Inhaltsangabe: “… , 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 von Wu, Shunlong, Lin, Hai, Chen, Shaoshen, Lu, Tingwei, Zeng, Yongqin, Zhan, Shaoxiong, Zheng, Hai-Tao, Kim, Hong-Gee

Inhaltsangabe: “… 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 von Ringel, Liran, Ali, Ameen, Romano, Yaniv

Inhaltsangabe: “… 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 von McNichols, Hunter, Scarlatos, Alexander, Dascalu, Mihai, McNamara, Danielle, Lan, Andrew

Inhaltsangabe: “… 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 von Leopoldo Catania

Inhaltsangabe: “… 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 von Thurtell, Tyler G., Miyake, Akimasa

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

Inhaltsangabe: “… 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 von Jarrahi, Mohammad Amin, Bourtsoulatze, Eirina, Abolghasemi, Vahid

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

Inhaltsangabe: “… 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 von Wang, Jian, Lin, Dongding, Li, Wenjie

Inhaltsangabe: “… 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 von Ridoy, Md Alif Rahman, Hasan, M Mahmud, Bhowmick, Shovon

Inhaltsangabe: “… 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 von Liu, Kang, Ma, Zhuoqi, Kang, Xiaolu, Zhong, Zhusi, Jiao, Zhicheng, Baird, Grayson, Bai, Harrison, Miao, Qiguang

Inhaltsangabe: “… 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 von Li, Guobiao, Li, Sheng, Qian, Zhenxing, Zhang, Xinpeng

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

Inhaltsangabe: “… -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 von Cross, Andrew W., He, Zhiyang, Rall, Patrick J., Yoder, Theodore J.

Inhaltsangabe: “… 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 von Bolliger, Lena Sophia, Haller, Patrick, Cretton, Isabelle Caroline Rose, Reich, David Robert, Kew, Tannon, Jäger, Lena Ann

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