Résultats de la recherche - decoding (algorithm OR (algorithmicsics OR Algorithmsssics))

DAGER: Exact Gradient Inversion for Large Language Models par Petrov, Ivo, Dimitrov, Dimitar I., Baader, Maximilian, Müller, Mark Niklas, Vechev, Martin

Table des matières: “…, the first algorithm to recover whole batches of input text exactly. DAGER leverages the low-rank structure…”
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Offline Regularised Reinforcement Learning for Large Language Models Alignment par Richemond, Pierre Harvey, Tang, Yunhao, Guo, Daniel, Calandriello, Daniele, Azar, Mohammad Gheshlaghi, Rafailov, Rafael, Pires, Bernardo Avila, Tarassov, Eugene, Spangher, Lucas, Ellsworth, Will, Severyn, Aliaksei, Mallinson, Jonathan, Shani, Lior, Shamir, Gil, Joshi, Rishabh, Liu, Tianqi, Munos, Remi, Piot, Bilal

Table des matières: “… algorithms that do not require pairwise preferences. DRO uses a simple mean-squared objective that can…”
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LiSD: An Efficient Multi-Task Learning Framework for LiDAR Segmentation and Detection par Xu, Jiahua, Zuo, Si, Wei, Chenfeng, Zhou, Wei

Table des matières: “… remarkable performance gains in comparison to conventional algorithms. However, the segmentation…”
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Towards Continuous Reuse of Graph Models via Holistic Memory Diversification par Qiao, Ziyue, Xiao, Junren, Sun, Qingqiang, Xiao, Meng, Luo, Xiao, Xiong, Hui

Table des matières: “… an efficient greedy algorithm for sampling representative training nodes from graphs into memory buffers after…”
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Convex-hull Estimation using XPSNR for Versatile Video Coding par Menon, Vignesh V, Helmrich, Christian R., Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Table des matières: “… by an encoding time reduction of 44.43% and a decoding time reduction of 65.46%. This shift towards XPSNR as a…”
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Polar-Coded Tensor-Based Unsourced Random Access with Soft Decoding par Fang, Jiaqi, Liang, Yan, Sun, Gangle, Hou, Hongwei, Wang, Yafei, You, Li, Wang, Wenjin

Table des matières: “… numer of active devices. However, current TURA scheme lacks the soft decoder, thus precluding…”
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CPT: Consistent Proxy Tuning for Black-box Optimization par He, Yuanyang, Huang, Zitong, Xu, Xinxing, Goh, Rick Siow Mong, Khan, Salman, Zuo, Wangmeng, Liu, Yong, Feng, Chun-Mei

Table des matières: “… only as a decoding-time algorithm, leading to an inconsistency between training and testing which…”
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Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints par Wu, Yuxuan, Wang, Ziyu, Raj, Bhiksha, Xia, Gus

Table des matières: “… representations from sequences of observations. Unlike most disentanglement algorithms that rely on domain…”
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On the Efficacy of Surface Codes in Compensating for Radiation Events in Superconducting Devices par Vallero, Marzio, Casagranda, Gioele, Vella, Flavio, Rech, Paolo

Table des matières: “… of technological advancements to the qubit's stability is saturating, algorithmic solutions, such as quantum error…”
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Neural-based Video Compression on Solar Dynamics Observatory Images par Khoshkhahtinat, Atefeh, Zafari, Ali, Mehta, Piyush M., Nasrabadi, Nasser M., Thompson, Barbara J., Kirk, Michael S. F., da Silva, Daniel

Table des matières: “… of the entropy decoding step. The entropy model leverages a channel-dependent approach and utilizes checkerboard…”
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Integrated Intention Prediction and Decision-Making with Spectrum Attention Net and Proximal Policy Optimization par Zhou, Xiao, Meng, Chengzhen, Liu, Wenru, Peng, Zengqi, Liu, Ming, Ma, Jun

Table des matières: “… as the predicted intentions are not decoded to trajectories in the executing process. Furthermore, the proximal…”
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MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling par Edwards, Drew, Riley, Xavier, Sarmento, Pedro, Dixon, Simon

Table des matières: “… learning solution to symbolic guitar tablature estimation. We train an encoder-decoder Transformer model…”
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Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach par Li, Zhiwei, Long, Guodong, Zhou, Tianyi, Jiang, Jing, Zhang, Chengqi

Table des matières: “… distributed Collaborative Filtering (CF) algorithms with privacy-preserving mechanisms, and then preserve…”
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An End-to-End Reinforcement Learning Based Approach for Micro-View Order-Dispatching in Ride-Hailing par Yue, Xinlang, Liu, Yiran, Shi, Fangzhou, Luo, Sihong, Zhong, Chen, Lu, Min, Xu, Zhe

Table des matières: “… solutions mainly follow a two-stage pattern that incorporate heuristic or learning-based algorithms…”
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SplatLoc: 3D Gaussian Splatting-based Visual Localization for Augmented Reality par Zhai, Hongjia, Zhang, Xiyu, Zhao, Boming, Li, Hai, He, Yijia, Cui, Zhaopeng, Bao, Hujun, Zhang, Guofeng

Table des matières: “… estimation, we develop an unbiased 3D scene-specific descriptor decoder for Gaussian primitives, distilled…”
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Large Language Models can be Strong Self-Detoxifiers par Ko, Ching-Yun, Chen, Pin-Yu, Das, Payel, Mroueh, Youssef, Dan, Soham, Kollias, Georgios, Chaudhury, Subhajit, Pedapati, Tejaswini, Daniel, Luca

Table des matières: “… lightweight controlled decoding algorithm for toxicity reduction of LLMs. SASA leverages the contextual…”
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Graph Network Surrogate Model for Optimizing the Placement of Horizontal Injection Wells for CO2 Storage par Tang, Haoyu, Durlofsky, Louis J.

Table des matières: “… an encoding-processing-decoding framework where the problem is represented in terms of computational graphs…”
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Scalable Weibull Graph Attention Autoencoder for Modeling Document Networks par Wang, Chaojie, Liu, Xinyang, Wang, Dongsheng, Zhang, Hao, Chen, Bo, Zhou, Mingyuan

Table des matières: “… relationships at multiple semantic levels. Then, taking GPGBN as the decoder, we combine it with various Weibull…”
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Minimum Entropy Coupling with Bottleneck par Ebrahimi, M. Reza, Chen, Jun, Khisti, Ashish

Table des matières: “…) for the encoder, and Minimum Entropy Coupling (MEC) for the decoder. Through extensive analysis, we provide a…”
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GraphXForm: Graph transformer for computer-aided molecular design par Pirnay, Jonathan, Rittig, Jan G., Wolf, Alexander B., Grohe, Martin, Burger, Jakob, Mitsos, Alexander, Grimm, Dominik G.

Table des matières: “… of structural constraints. We present GraphXForm, a decoder-only graph transformer architecture, which…”
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