Risultati della ricerca - decoding ((algorithmics OR Algorithmsssic) OR algorithm)

Hardness of Maximum Likelihood Learning of DPPs di Grigorescu, Elena, Juba, Brendan, Wimmer, Karl, Xie, Ning

Sommario: “... the likelihood of the data is typically desirable. The algorithms used for this task to date either optimize over...”
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On nonlinear compression costs: when Shannon meets Rényi di Somazzi, Andrea, Ferragina, Paolo, Garlaschelli, Diego

Sommario: “...{exponential} average codeword length, i.e. when the cost of encoding/decoding scales exponentially...”
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Performance evaluation of software for the spectral analysis of speech signals in a MIPS based architecture di Nicolás Felipe Gutiérrez Páez

Sommario: “... analysis Performance analysis Speech recognition and algorithms for audio encoding/decoding are large...”
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Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass di Shen, Ethan, Fan, Alan, Pratt, Sarah M., Park, Jae Sung, Wallingford, Matthew, Kakade, Sham M., Holtzman, Ari, Krishna, Ranjay, Farhadi, Ali, Kusupati, Aditya

Sommario: “... the computation cost of running $k$ inference passes, we propose Superposed Decoding, a new decoding algorithm...”
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Quantum error correction below the surface code threshold di 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

Sommario: “... distance-7 code and a distance-5 code integrated with a real-time decoder. The logical error rate of our...”
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Structure-preserving model reduction of Hamiltonian systems by learning a symplectic autoencoder di Niggl, F. K. J.

Sommario: “... a nonlinear approach based on the construction of an encoder-decoder pair that minimizes...”
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Event-Based Framework for Agile Resilience in Criticality-Aware Wireless Networks di Karacora, Yasemin, Chaccour, Christina, Sezgin, Aydin, Saad, Walid

Sommario: “... cooperation and central decoding, which are integrated into an event-driven algorithm. Here, increasingly...”
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Cloud Removal With PolSAR-Optical Data Fusion Using A Two-Flow Residual Network di Wang, Yuxi, Zhang, Wenjuan, Zhang, Bing

Sommario: “... Polarimetric Synthetic Aperture Radar (PolSAR)-Optical data fusion cloud removal algorithm (PODF-CR), which...”
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Image Coding for Machines via Feature-Preserving Rate-Distortion Optimization di Fernández-Menduiña, Samuel, Pavez, Eduardo, Ortega, Antonio

Sommario: “...Many images and videos are primarily processed by computer vision algorithms, involving only...”
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EcoServe: Enabling Cost-effective LLM Serving with Proactive Intra- and Inter-Instance Orchestration di Du, Jiangsu, Zhang, Hongbin, Wei, Taosheng, Zheng, Zhenyi, Wu, Kaiyi, Chen, Zhiguang, Lu, Yutong

Sommario: “...Existing LLM serving strategies can be categorized based on whether prefill and decode phases...”
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AMBEDKAR-A Multi-level Bias Elimination through a Decoding Approach with Knowledge Augmentation for Robust Constitutional Alignment of Language Models di Mukhopadhyay, Snehasis, Kasat, Aryan, Dubey, Shivam, Karthikeyan, Rahul, Sood, Dhruv, Jain, Vinija, Chadha, Aman, Das, Amitava

Sommario: “... speculative decoding algorithm that proactively reduces casteist and communal bias during generation...”
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GapDNER: A Gap-Aware Grid Tagging Model for Discontinuous Named Entity Recognition di Yang, Yawen, Ma, Fukun, Meng, Shiao, Liu, Aiwei, Wen, Lijie

Sommario: “... or internal tokens, which face challenges of error propagation and decoding ambiguity due to the wide variety...”
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Semantic representations emerge in biologically inspired ensembles of cross-supervising neural networks di Urbach, Roy, Schneidman, Elad

Sommario: “... or decoding, but typically rely on biologically-implausible implementations. We suggest that interactions...”
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Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding di Reisizadeh, Hadi, Ruan, Jiajun, Chen, Yiwei, Pal, Soumyadeep, Liu, Sijia, Hong, Mingyi

Sommario: “... deterministic (greedy) decoding often suggest successful knowledge removal using standard benchmarks, we show...”
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Support Recovery in One-bit Compressed Sensing with Near-Optimal Measurements and Sublinear Time di Li, Xiaxin, Mazumdar, Arya

Sommario: “... methods minimize the number of measurements but often incur $Ω(n)$ decoding complexity, limiting large...”
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AI/ML based Joint Source and Channel Coding for HARQ-ACK Payload di Doshi, Akash, Sen, Pinar, Ivanov, Kirill, Yang, Wei, Namgoong, June, Wang, Runxin, Wang, Rachel, Yoo, Taesang, Jiang, Jing, Ji, Tingfang

Sommario: “..., we learn a transformer-based encoder using a novel "free-lunch" training algorithm and propose per...”
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Toward Robust, Reproducible, and Widely Accessible Intracranial Language Brain-Computer Interfaces: A Comprehensive Review of Neural Mechanisms, Hardware, Algorithms, Evaluation, C... di He, Dongyi, Siok, Wai Ting, Wang, Nizhuan

Sommario: “... by fragmented evidence and unresolved design trade-offs across neuroscience, hardware, algorithm, evaluation...”
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Polar Complexity: A New Descriptive Complexity with Applications to Source and Joint Source-Channel Coding di Yao, Xinyuanmeng, Ma, Xiao

Sommario: “... compression and successive cancellation decoding (SCD), and define the polar complexity of a sequence...”
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KVDrive: A Holistic Multi-Tier KV Cache Management System for Long-Context LLM Inference di Lin, Jian, Mi, Jiazhi, Hong, Zicong, Wang, Haodong, Liu, Qianli, Zhang, Haodyue, Li, Peng, Guo, Song

Sommario: “... critical entries during decoding, but this strategy quickly hits a ceiling: sparsity cannot be pushed...”
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Shared autonomy between human electroencephalography and TD3 deep reinforcement learning: A multi‐agent copilot approach di Chun‐Ren Phang, Akimasa Hirata

Sommario: “... Deep reinforcement learning (RL) algorithms enable the development of fully autonomous agents that can...”
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