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

Evolving Diffusion and Flow Matching Policies for Online Reinforcement Learning par Zhang, Chubin, Wan, Zhenglin, Chen, Feng, Yang, Fuchao, Feng, Lang, Zhou, Yaxin, Yu, Xingrui, You, Yang, Tsang, Ivor, An, Bo

Table des matières: “… generation. Building on this, we introduce GoRL (Generative Online Reinforcement Learning), an algorithm…”
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Short-Context Dominance: How Much Local Context Natural Language Actually Needs? par Vakilian, Vala, Wang, Zimeng, Rawat, Ankit Singh, Thrampoulidis, Christos

Table des matières: “… with sampling strategies beyond greedy decoding. Our experiments validate that simple thresholding of the metric…”
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Hold Onto That Thought: Assessing KV Cache Compression On Reasoning par Liu, Minghui, Palnitkar, Aadi, Rabbani, Tahseen, Jae, Hyunwoo, Sang, Kyle Rui, Yao, Dixi, Shabihi, Shayan, Zhao, Fuheng, Li, Tian, Zhang, Ce, Huang, Furong, Zhang, Kunpeng

Table des matières: “… attention computations, grows linearly with context length. A suite of compression algorithms has been…”
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LoPA: Scaling dLLM Inference via Lookahead Parallel Decoding par Xu, Chenkai, Jin, Yijie, Li, Jiajun, Tu, Yi, Long, Guoping, Tu, Dandan, Song, Mingcong, Si, Hongjie, Hou, Tianqi, Yan, Junchi, Deng, Zhijie

Table des matières: “… inference. However, current confidence-driven decoding strategies are constrained by limited parallelism…”
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Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding par Li, Huayu, He, ZhengXiao, Tian, Siyuan, Wen, Jinghao, Li, Ao

Table des matières: “…Standard autoregressive decoding in large language models (LLMs) is inherently short-sighted, often…”
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Prism: Efficient Test-Time Scaling via Hierarchical Search and Self-Verification for Discrete Diffusion Language Models par Bai, Jinbin, Li, Yixuan, Zhu, Yuchen, Xin, Yi, Shi, Qingyu, Feng, Aosong, Liu, Xiaohong, Tao, Molei, Xue, Jianru, Li, Xiangtai, Yang, Ming-Hsuan

Table des matières: “… scaling (TTS) algorithms rely on autoregressive decoding, which is ill-suited to discrete diffusion…”
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Reasoning Cache: Continual Improvement Over Long Horizons via Short-Horizon RL par Wu, Ian, Qu, Yuxiao, Setlur, Amrith, Kumar, Aviral

Table des matières: “… RC, an iterative decoding algorithm that replaces standard autoregressive decoding during both…”
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Listen to the Layers: Mitigating Hallucinations with Inter-Layer Disagreement par Subbalakshmi, Koduvayur, Ujjal, Sabbir Hossain, Mangichetty, Venkata Krishna Teja, Soofi, Nastaran Jamalipour

Table des matières: “… Aware) decoder, a novel, training-free decoding algorithm that mitigates hallucinations at inference…”
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ViterbiPlanNet: Injecting Procedural Knowledge via Differentiable Viterbi for Planning in Instructional Videos par Seminara, Luigi, Moltisanti, Davide, Furnari, Antonino

Table des matières: “… with the Viterbi decoding algorithm, replacing non-differentiable operations with smooth relaxations that enable…”
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$\nabla$-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Latent Space par Wang, Peihao, Cai, Ruisi, Wang, Zhen, Mei, Hongyuan, Liu, Qiang, Li, Pan, Wang, Zhangyang

Table des matières: “… and suboptimal discrete search algorithms or trial-and-error prompting to improve the online policy…”
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The Model Knows, the Decoder Finds: Future Value Guided Particle Power Sampling par Nguyen, Tu, Zimmer, Matthieu, Tutunov, Rasul, Ji, Xiaotong, Ammar, Haitham Bou

Table des matières: “… at inference time. Power sampling provides a principled way to bias decoding toward such modes by targeting…”
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Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs par Lu, Haiquan, Chen, Zigeng, Fang, Gongfan, Ma, Xinyin, Wang, Xinchao

Table des matières: “… preserving BF16 precision for decoding. By decoupling prefilling acceleration from decoding quality, Mix…”
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Best-First Ordered Statistics Decoding of Quantum LDPC Codes par Banfi, Michele, Ferrari, Marco, Favano, Antonino, Tarable, Alberto, Barletta, Luca

Table des matières: “… standard for decoding quantum low-density parity-check (QLDPC) codes. Recent advancements in this field…”
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NanoSpec: Accelerating Speculative Decoding using Minimalist In-Context Vocabularies par Chen, Zhiyang, Xu, Daliang, Zhang, Yinyuan, Wang, Chenghua, Xu, Mengwei, Ma, Yun

Table des matières: “… computational bottleneck on the final linear projection layer during speculative decoding. Existing vocabulary…”
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Overcoming the High Error Rate of Composite DNA Letters‐Based Digital Storage through Soft‐Decision Decoding par Yaping Xu, Lulu Ding, Shigang Wu, Jue Ruan

Table des matières: “… reading expenses. To address this, Derrick‐cp is introduced as an innovative soft‐decision decoding…”
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65‐3: Multi‐Mode Fusion Human‐Computer Interface Based on EEG and EOG par Tong Zou, Minghao Xu, Xiong Zhang

Table des matières: “… quality and decoding performance. To address this, a partitioned backlight LCD with 384 zones is employed…”
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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…”
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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…”
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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…”
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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…”
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