Suchergebnisse - decoding (Algorithmsssic OR (algorithm OR Algorithmsssic))

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

Inhaltsangabe: “… , 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 von 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

Inhaltsangabe: “… 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 von Xu, Jiahua, Zuo, Si, Wei, Chenfeng, Zhou, Wei

Inhaltsangabe: “… 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 von Qiao, Ziyue, Xiao, Junren, Sun, Qingqiang, Xiao, Meng, Luo, Xiao, Xiong, Hui

Inhaltsangabe: “… 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 von Menon, Vignesh V, Helmrich, Christian R., Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Inhaltsangabe: “… 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 von Fang, Jiaqi, Liang, Yan, Sun, Gangle, Hou, Hongwei, Wang, Yafei, You, Li, Wang, Wenjin

Inhaltsangabe: “… 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 von He, Yuanyang, Huang, Zitong, Xu, Xinxing, Goh, Rick Siow Mong, Khan, Salman, Zuo, Wangmeng, Liu, Yong, Feng, Chun-Mei

Inhaltsangabe: “… 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 von Wu, Yuxuan, Wang, Ziyu, Raj, Bhiksha, Xia, Gus

Inhaltsangabe: “… 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 von Vallero, Marzio, Casagranda, Gioele, Vella, Flavio, Rech, Paolo

Inhaltsangabe: “… 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 von Khoshkhahtinat, Atefeh, Zafari, Ali, Mehta, Piyush M., Nasrabadi, Nasser M., Thompson, Barbara J., Kirk, Michael S. F., da Silva, Daniel

Inhaltsangabe: “… 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 von Zhou, Xiao, Meng, Chengzhen, Liu, Wenru, Peng, Zengqi, Liu, Ming, Ma, Jun

Inhaltsangabe: “… 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 von Edwards, Drew, Riley, Xavier, Sarmento, Pedro, Dixon, Simon

Inhaltsangabe: “… 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 von Li, Zhiwei, Long, Guodong, Zhou, Tianyi, Jiang, Jing, Zhang, Chengqi

Inhaltsangabe: “… 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 von Yue, Xinlang, Liu, Yiran, Shi, Fangzhou, Luo, Sihong, Zhong, Chen, Lu, Min, Xu, Zhe

Inhaltsangabe: “… 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 von Zhai, Hongjia, Zhang, Xiyu, Zhao, Boming, Li, Hai, He, Yijia, Cui, Zhaopeng, Bao, Hujun, Zhang, Guofeng

Inhaltsangabe: “… 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 von Ko, Ching-Yun, Chen, Pin-Yu, Das, Payel, Mroueh, Youssef, Dan, Soham, Kollias, Georgios, Chaudhury, Subhajit, Pedapati, Tejaswini, Daniel, Luca

Inhaltsangabe: “… 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 von Tang, Haoyu, Durlofsky, Louis J.

Inhaltsangabe: “… 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 von Wang, Chaojie, Liu, Xinyang, Wang, Dongsheng, Zhang, Hao, Chen, Bo, Zhou, Mingyuan

Inhaltsangabe: “… 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 von Ebrahimi, M. Reza, Chen, Jun, Khisti, Ashish

Inhaltsangabe: “… ) 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 von Pirnay, Jonathan, Rittig, Jan G., Wolf, Alexander B., Grohe, Martin, Burger, Jakob, Mitsos, Alexander, Grimm, Dominik G.

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