Résultats de la recherche - decoding (algorithmics OR (algorithm OR (algorithm OR algorithm)))

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

Table des matières: “… compression. The most efficient language compression algorithms today are causal (next token prediction) large…”
Accéder au texte intégral

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

Table des matières: “… these signals through a spiking neural network (SNN) and decoding the spike-based signal back to an outgoing…”
Accéder au texte intégral

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

Table des matières: “…: despite the apparent success of unlearning algorithms, information about the forgotten data remains…”
Accéder au texte intégral

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

Table des matières: “…Sound source tracking is commonly performed using classical array-processing algorithms, while…”
Accéder au texte intégral

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

Table des matières: “…, along with a threshold calibration algorithm, and inference executors supporting conditional computation…”
Accéder au texte intégral

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

Table des matières: “… each chunk, we introduce a computationally efficient Greedy Seed-Based Clustering (GSC) algorithm…”
Accéder au texte intégral

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

Table des matières: “… in parallel. However, parallel decoding introduces a distributional mismatch: it approximates the joint…”
Accéder au texte intégral

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

Table des matières: “… to a reference factual text. Central to our approach is a novel, controlled decoding algorithm, $β…”
Accéder au texte intégral

Multiple Chains Markov Switching Vector Autoregression par Leopoldo Catania

Table des matières: “… more informative decoding of the latent states than the standard MS‐VAR model. The maximum likelihood…”
Accéder au texte intégral

MyoGestic: EMG Interfacing Framework for Decoding Multiple Spared Degrees of Freedom of the Hand in Individuals with Neural Lesions par Sîmpetru, Raul C., Braun, Dominik I., Simon, Arndt U., März, Michael, Cnejevici, Vlad, de Oliveira, Daniela Souza, Weber, Nico, Walter, Jonas, Franke, Jörg, Höglinger, Daniel, Prahm, Cosima, Ponfick, Matthias, Del Vecchio, Alessandro

Table des matières: “… movement . These signals can be decoded and used for motor intent estimation; however, current wearable…”
Accéder au texte intégral

Dynamic-Width Speculative Beam Decoding for Efficient LLM Inference par Qin, Zongyue, He, Zifan, Prakriya, Neha, Cong, Jason, Sun, Yizhou

Table des matières: “…. Speculative decoding has emerged as a promising solution, leveraging a smaller auxiliary model to draft future…”
Accéder au texte intégral

M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving par Chen, Xuesong, Shi, Shaoshuai, Ma, Tao, Zhou, Jingqiu, See, Simon, Cheung, Ka Chun, Li, Hongsheng

Table des matières: “…-tasks. However, current algorithms typically tackle individual sub-tasks separately, which leads to low…”
Accéder au texte intégral

Muscle Anatomy-aware Geometric Deep Learning for sEMG-based Gesture Decoding par Dash, Adyasha, Zappoli, Giulia, Das, Laya, Riener, Robert

Table des matières: “… actively pursued by researchers and industry. Majority of sEMG-based gesture decoding algorithms employ…”
Accéder au texte intégral

GoodSpeed: Optimizing Fair Goodput with Adaptive Speculative Decoding in Distributed Edge Inference par Tran, Phuong, Liu, Tzu-Hao, Le, Long Tan, Nguyen, Tung-Anh, La, Van Quan, Yu, Eason, Shu, Han, Hong, Choong Seon, Tran, Nguyen H.

Table des matières: “… speculative decoding and resource-constrained environments. Speculative decoding has emerged as a promising…”
Accéder au texte intégral

Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass par Shen, Ethan, Fan, Alan, Pratt, Sarah M., Park, Jae Sung, Wallingford, Matthew, Kakade, Sham M., Holtzman, Ari, Krishna, Ranjay, Farhadi, Ali, Kusupati, Aditya

Table des matières: “… the computation cost of running $k$ inference passes, we propose Superposed Decoding, a new decoding algorithm…”
Accéder au texte intégral

Quantum error correction below the surface code threshold par Acharya, Rajeev, Aghababaie-Beni, Laleh, Aleiner, Igor, Andersen, Trond I., Ansmann, Markus, Arute, Frank, Arya, Kunal, Asfaw, Abraham, Astrakhantsev, Nikita, Atalaya, Juan, Babbush, Ryan, Bacon, Dave, Ballard, Brian, Bardin, Joseph C., Bausch, Johannes, Bengtsson, Andreas, Bilmes, Alexander, Blackwell, Sam, Boixo, Sergio, Bortoli, Gina, Bourassa, Alexandre, Bovaird, Jenna, Brill, Leon, Broughton, Michael, Browne, David A., Buchea, Brett, Buckley, Bob B., Buell, David A., Burger, Tim, Burkett, Brian, Bushnell, Nicholas, Cabrera, Anthony, Campero, Juan, Chang, Hung-Shen, Chen, Yu, Chen, Zijun, Chiaro, Ben, Chik, Desmond, Chou, Charina, Claes, Jahan, Cleland, Agnetta Y., Cogan, Josh, Collins, Roberto, Conner, Paul, Courtney, William, Crook, Alexander L., Curtin, Ben, Das, Sayan, Davies, Alex, De Lorenzo, Laura, Debroy, Dripto M., Demura, Sean, Devoret, Michel, Di Paolo, Agustin, Donohoe, Paul, Drozdov, Ilya, Dunsworth, Andrew, Earle, Clint, Edlich, Thomas, Eickbusch, Alec, Elbag, Aviv Moshe, Elzouka, Mahmoud, Erickson, Catherine, Faoro, Lara, Farhi, Edward, Ferreira, Vinicius S., Burgos, Leslie Flores, Forati, Ebrahim, Fowler, Austin G., Foxen, Brooks, Ganjam, Suhas, Garcia, Gonzalo, Gasca, Robert, Genois, Élie, Giang, William, Gidney, Craig, Gilboa, Dar, Gosula, Raja, Dau, Alejandro Grajales, Graumann, Dietrich, Greene, Alex, Gross, Jonathan A., Habegger, Steve, Hall, John, Hamilton, Michael C., Hansen, Monica, Harrigan, Matthew P., Harrington, Sean D., Heras, Francisco J. H., Heslin, Stephen, Heu, Paula, Higgott, Oscar, Hill, Gordon, Hilton, Jeremy, Holland, George, Hong, Sabrina, Huang, Hsin-Yuan, Huff, Ashley, Huggins, William J., Ioffe, Lev B., Isakov, Sergei V., Iveland, Justin, Jeffrey, Evan, Jiang, Zhang, Jones, Cody, Jordan, Stephen, Joshi, Chaitali, Juhas, Pavol, Kafri, Dvir, Kang, Hui, Karamlou, Amir H., Kechedzhi, Kostyantyn, Kelly, Julian, Khaire, Trupti, Khattar, Tanuj, Khezri, Mostafa, Kim, Seon, Klimov, Paul V., Klots, Andrey R., Kobrin, Bryce, Kohli, Pushmeet, Korotkov, Alexander N., Kostritsa, Fedor, Kothari, Robin, Kozlovskii, Borislav, Kreikebaum, John Mark, Kurilovich, Vladislav D., Lacroix, Nathan, Landhuis, David, Lange-Dei, Tiano, Langley, Brandon W., Laptev, Pavel, Lau, Kim-Ming, Guevel, Loïck Le, Ledford, Justin, Lee, Kenny, Lensky, Yuri D., Leon, Shannon, Lester, Brian J., Li, Wing Yan, Li, Yin, Lill, Alexander T., Liu, Wayne, Livingston, William P., Locharla, Aditya, Lucero, Erik, Lundahl, Daniel, Lunt, Aaron, Madhuk, Sid, Malone, Fionn D., Maloney, Ashley, Mandrá, Salvatore, Martin, Leigh S., Martin, Steven, Martin, Orion, Maxfield, Cameron, McClean, Jarrod R., McEwen, Matt, Meeks, Seneca, Megrant, Anthony, Mi, Xiao, Miao, Kevin C., Mieszala, Amanda, Molavi, Reza, Molina, Sebastian, Montazeri, Shirin, Morvan, Alexis, Movassagh, Ramis, Mruczkiewicz, Wojciech, Naaman, Ofer, Neeley, Matthew, Neill, Charles, Nersisyan, Ani, Neven, Hartmut, Newman, Michael, Ng, Jiun How, Nguyen, Anthony, Nguyen, Murray, Ni, Chia-Hung, O'Brien, Thomas E., Oliver, William D., Opremcak, Alex, Ottosson, Kristoffer, Petukhov, Andre, Pizzuto, Alex, Platt, John, Potter, Rebecca, Pritchard, Orion, Pryadko, Leonid P., Quintana, Chris, Ramachandran, Ganesh, Reagor, Matthew J., Rhodes, David M., Roberts, Gabrielle, Rosenberg, Eliott, Rosenfeld, Emma, Roushan, Pedram, Rubin, Nicholas C., Saei, Negar, Sank, Daniel, Sankaragomathi, Kannan, Satzinger, Kevin J., Schurkus, Henry F., Schuster, Christopher, Senior, Andrew W., Shearn, Michael J., Shorter, Aaron, Shutty, Noah, Shvarts, Vladimir, Singh, Shraddha, Sivak, Volodymyr, Skruzny, Jindra, Small, Spencer, Smelyanskiy, Vadim, Smith, W. Clarke, Somma, Rolando D., Springer, Sofia, Sterling, George, Strain, Doug, Suchard, Jordan, Szasz, Aaron, Sztein, Alex, Thor, Douglas, Torres, Alfredo, Torunbalci, M. Mert, Vaishnav, Abeer, Vargas, Justin, Vdovichev, Sergey, Vidal, Guifre, Villalonga, Benjamin, Heidweiller, Catherine Vollgraff, Waltman, Steven, Wang, Shannon X., Ware, Brayden, Weber, Kate, White, Theodore, Wong, Kristi, Woo, Bryan W. K., Xing, Cheng, Yao, Z. Jamie, Yeh, Ping, Ying, Bicheng, Yoo, Juhwan, Yosri, Noureldin, Young, Grayson, Zalcman, Adam, Zhang, Yaxing, Zhu, Ningfeng, Zobrist, Nicholas

Table des matières: “… distance-7 code and a distance-5 code integrated with a real-time decoder. The logical error rate of our…”
Accéder au texte intégral

Structure-preserving model reduction of Hamiltonian systems by learning a symplectic autoencoder par Niggl, F. K. J.

Table des matières: “… a nonlinear approach based on the construction of an encoder-decoder pair that minimizes…”
Accéder au texte intégral

Event-Based Framework for Agile Resilience in Criticality-Aware Wireless Networks par Karacora, Yasemin, Chaccour, Christina, Sezgin, Aydin, Saad, Walid

Table des matières: “… cooperation and central decoding, which are integrated into an event-driven algorithm. Here, increasingly…”
Accéder au texte intégral

Cloud Removal With PolSAR-Optical Data Fusion Using A Two-Flow Residual Network par Wang, Yuxi, Zhang, Wenjuan, Zhang, Bing

Table des matières: “… Polarimetric Synthetic Aperture Radar (PolSAR)-Optical data fusion cloud removal algorithm (PODF-CR), which…”
Accéder au texte intégral

Image Coding for Machines via Feature-Preserving Rate-Distortion Optimization par Fernández-Menduiña, Samuel, Pavez, Eduardo, Ortega, Antonio

Table des matières: “…Many images and videos are primarily processed by computer vision algorithms, involving only…”
Accéder au texte intégral