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

TempTest: Local Normalization Distortion and the Detection of Machine-generated Text by Kempton, Tom, Burrell, Stuart, Cheverall, Connor

Table of Contents: “… of human text ever closer, this will limit our ability to build effective detection algorithms. To combat…”
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Fine-grained spatial-temporal perception for gas leak segmentation by Zhao, Xinlong, Du, Shan

Table of Contents: “… (FGSTP) algorithm for gas leak segmentation. FGSTP captures critical motion clues across frames…”
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Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges by Li, Senyao, Wang, Haozhao, Xu, Wenchao, Zhang, Rui, Guo, Song, Yuan, Jingling, Zhong, Xian, Zhang, Tianwei, Li, Ruixuan

Table of Contents: “…-aware offloading, speculative decoding, and modular routing. For training, we review distributed…”
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Joint parameter estimation and multidimensional reconciliation for continuous-variable quantum key distribution by Dai, Jisheng, Jiang, Xue-Qin, Huang, Peng, Wang, Tao, Zeng, Guihua

Table of Contents: “… the expectation-maximization (EM) algorithm, the proposed method simultaneously estimates unknown parameters…”
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Deep Unrolling of Sparsity-Induced RDO for 3D Point Cloud Attribute Coding by Do, Tam Thuc, Chou, Philip A., Cheung, Gene

Table of Contents: “…Given encoded 3D point cloud geometry available at the decoder, we study the problem of lossy…”
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Perfect pure quantum state transfer via state restoring and ancilla measurement by Fel'dman, E. B., Wu, J., Zenchuk, A. I.

Table of Contents: “… into the $k$-excitation state of the sender, transfer and restore this state and finally decode the restored…”
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Demonstration of a Logical Architecture Uniting Motion and In-Place Entanglement by Rines, Rich, Hall, Benjamin, Teo, Mariesa H., Viszlai, Joshua, Cole, Daniel C., Mason, David, Barker, Cameron, Bedalov, Matt J., Blakely, Matt, Bothwell, Tobias, Carnahan, Caitlin, Chong, Frederic T., Eubanks, Samuel Y., Fields, Brian, Gillette, Matthew, Goiporia, Palash, Gokhale, Pranav, Hickman, Garrett T., Iliev, Marin, Jones, Eric B., Jones, Ryan A., Kuper, Kevin W., Lee, Stephanie, Lichtman, Martin T., Loeffler, Kevin, Mackintosh, Nate, Majdeteimouri, Farhad, Mitchell, Peter T., Noel, Thomas W., Novakoski, Ely, Omole, Victory, Owusu-Antwi, David, Radnaev, Alexander G., Reiter, Anthony, Saffman, Mark, Thotakura, Bharath, Tomesh, Teague, Vinogradov, Ilya

Table of Contents: “… variant of Shor's algorithm, observing improved logical-over-physical performance, including with loss…”
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Efficient Variational Quantum Algorithms for the Generalized Assignment Problem by Mastroianni, Carlo, Plastina, Francesco, Settino, Jacopo, Vinci, Andrea

Table of Contents: “…Quantum algorithms offer a compelling new avenue for addressing difficult NP-complete optimization…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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In the realm of hybrid Brain: Human Brain and AI by Fares, Hoda, Ronchini, Margherita, Zamani, Milad, Farkhani, Hooman, Moradi, Farshad

Table of Contents: “… signals and decode them. Also, a growing number of stimulation methods have emerged to modulate…”
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Public Transit Arrival Prediction: a Seq2Seq RNN Approach by Bhutani, Nancy, Pachal, Soumen, Achar, Avinash

Table of Contents: “…) at each step of the decoder (a feature classically unexplored in machine translation applications…”
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Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction by Liu, Zhentao, Fang, Yu, Li, Changjian, Wu, Han, Liu, Yuan, Shen, Dinggang, Cui, Zhiming

Table of Contents: “… to reduce radiation doses. While recent advances, including deep learning and neural rendering algorithms…”
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