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

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

Table of Contents: “… compression. The most efficient language compression algorithms today are causal (next token prediction) large…”
Get full text

A Spiking Neural Network Implementation of Gaussian Belief Propagation by Adamiat, Sepideh, Kouw, Wouter M., de Vries, Bert

Table of Contents: “… these signals through a spiking neural network (SNN) and decoding the spike-based signal back to an outgoing…”
Get full text

Auditing Language Model Unlearning via Information Decomposition by Goel, Anmol, Ritter, Alan, Gurevych, Iryna

Table of Contents: “…: despite the apparent success of unlearning algorithms, information about the forgotten data remains…”
Get full text

Physics-Guided Variational Model for Unsupervised Sound Source Tracking by Fiorio, Luan Vinícius, Nikoloska, Ivana, Defraene, Bruno, Young, Alex, David, Johan, Aarts, Ronald M.

Table of Contents: “…Sound source tracking is commonly performed using classical array-processing algorithms, while…”
Get full text

SVD Contextual Sparsity Predictors for Fast LLM Inference by Serbin, Georgii, Koshkin, Kirill, Sun, Zhongao, Bistrigova, Anastasiya, Korikov, C. C.

Table of Contents: “…, along with a threshold calibration algorithm, and inference executors supporting conditional computation…”
Get full text

SemantiCache: Efficient KV Cache Compression via Semantic Chunking and Clustered Merging by Wu, Shunlong, Lin, Hai, Chen, Shaoshen, Lu, Tingwei, Zeng, Yongqin, Zhan, Shaoxiong, Zheng, Hai-Tao, Kim, Hong-Gee

Table of Contents: “… each chunk, we introduce a computationally efficient Greedy Seed-Based Clustering (GSC) algorithm…”
Get full text

Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models by Ringel, Liran, Ali, Ameen, Romano, Yaniv

Table of Contents: “… in parallel. However, parallel decoding introduces a distributional mismatch: it approximates the joint…”
Get full text

Gumbel Machine: Counterfactual Student Writing Generation via Gumbel Noise Steering by McNichols, Hunter, Scarlatos, Alexander, Dascalu, Mihai, McNamara, Danielle, Lan, Andrew

Table of Contents: “… to a reference factual text. Central to our approach is a novel, controlled decoding algorithm, $β…”
Get full text

Multiple Chains Markov Switching Vector Autoregression by Leopoldo Catania

Table of Contents: “… more informative decoding of the latent states than the standard MS‐VAR model. The maximum likelihood…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text