Risultati della ricerca - decoding (algorithm OR Algorithmssssic)

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

Sommario: “..., the first algorithm to recover whole batches of input text exactly. DAGER leverages the low-rank structure...”
Testo

Offline Regularised Reinforcement Learning for Large Language Models Alignment di 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

Sommario: “... algorithms that do not require pairwise preferences. DRO uses a simple mean-squared objective that can...”
Testo

LiSD: An Efficient Multi-Task Learning Framework for LiDAR Segmentation and Detection di Xu, Jiahua, Zuo, Si, Wei, Chenfeng, Zhou, Wei

Sommario: “... remarkable performance gains in comparison to conventional algorithms. However, the segmentation...”
Testo

Towards Continuous Reuse of Graph Models via Holistic Memory Diversification di Qiao, Ziyue, Xiao, Junren, Sun, Qingqiang, Xiao, Meng, Luo, Xiao, Xiong, Hui

Sommario: “... an efficient greedy algorithm for sampling representative training nodes from graphs into memory buffers after...”
Testo

Convex-hull Estimation using XPSNR for Versatile Video Coding di Menon, Vignesh V, Helmrich, Christian R., Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Sommario: “... by an encoding time reduction of 44.43% and a decoding time reduction of 65.46%. This shift towards XPSNR as a...”
Testo

Polar-Coded Tensor-Based Unsourced Random Access with Soft Decoding di Fang, Jiaqi, Liang, Yan, Sun, Gangle, Hou, Hongwei, Wang, Yafei, You, Li, Wang, Wenjin

Sommario: “... numer of active devices. However, current TURA scheme lacks the soft decoder, thus precluding...”
Testo

CPT: Consistent Proxy Tuning for Black-box Optimization di He, Yuanyang, Huang, Zitong, Xu, Xinxing, Goh, Rick Siow Mong, Khan, Salman, Zuo, Wangmeng, Liu, Yong, Feng, Chun-Mei

Sommario: “... only as a decoding-time algorithm, leading to an inconsistency between training and testing which...”
Testo

Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints di Wu, Yuxuan, Wang, Ziyu, Raj, Bhiksha, Xia, Gus

Sommario: “... representations from sequences of observations. Unlike most disentanglement algorithms that rely on domain...”
Testo

On the Efficacy of Surface Codes in Compensating for Radiation Events in Superconducting Devices di Vallero, Marzio, Casagranda, Gioele, Vella, Flavio, Rech, Paolo

Sommario: “... of technological advancements to the qubit's stability is saturating, algorithmic solutions, such as quantum error...”
Testo

Neural-based Video Compression on Solar Dynamics Observatory Images di Khoshkhahtinat, Atefeh, Zafari, Ali, Mehta, Piyush M., Nasrabadi, Nasser M., Thompson, Barbara J., Kirk, Michael S. F., da Silva, Daniel

Sommario: “... of the entropy decoding step. The entropy model leverages a channel-dependent approach and utilizes checkerboard...”
Testo

Integrated Intention Prediction and Decision-Making with Spectrum Attention Net and Proximal Policy Optimization di Zhou, Xiao, Meng, Chengzhen, Liu, Wenru, Peng, Zengqi, Liu, Ming, Ma, Jun

Sommario: “... as the predicted intentions are not decoded to trajectories in the executing process. Furthermore, the proximal...”
Testo

MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling di Edwards, Drew, Riley, Xavier, Sarmento, Pedro, Dixon, Simon

Sommario: “... learning solution to symbolic guitar tablature estimation. We train an encoder-decoder Transformer model...”
Testo

Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach di Li, Zhiwei, Long, Guodong, Zhou, Tianyi, Jiang, Jing, Zhang, Chengqi

Sommario: “... distributed Collaborative Filtering (CF) algorithms with privacy-preserving mechanisms, and then preserve...”
Testo

An End-to-End Reinforcement Learning Based Approach for Micro-View Order-Dispatching in Ride-Hailing di Yue, Xinlang, Liu, Yiran, Shi, Fangzhou, Luo, Sihong, Zhong, Chen, Lu, Min, Xu, Zhe

Sommario: “... solutions mainly follow a two-stage pattern that incorporate heuristic or learning-based algorithms...”
Testo

SplatLoc: 3D Gaussian Splatting-based Visual Localization for Augmented Reality di Zhai, Hongjia, Zhang, Xiyu, Zhao, Boming, Li, Hai, He, Yijia, Cui, Zhaopeng, Bao, Hujun, Zhang, Guofeng

Sommario: “... estimation, we develop an unbiased 3D scene-specific descriptor decoder for Gaussian primitives, distilled...”
Testo

Large Language Models can be Strong Self-Detoxifiers di Ko, Ching-Yun, Chen, Pin-Yu, Das, Payel, Mroueh, Youssef, Dan, Soham, Kollias, Georgios, Chaudhury, Subhajit, Pedapati, Tejaswini, Daniel, Luca

Sommario: “... lightweight controlled decoding algorithm for toxicity reduction of LLMs. SASA leverages the contextual...”
Testo

Graph Network Surrogate Model for Optimizing the Placement of Horizontal Injection Wells for CO2 Storage di Tang, Haoyu, Durlofsky, Louis J.

Sommario: “... an encoding-processing-decoding framework where the problem is represented in terms of computational graphs...”
Testo

Scalable Weibull Graph Attention Autoencoder for Modeling Document Networks di Wang, Chaojie, Liu, Xinyang, Wang, Dongsheng, Zhang, Hao, Chen, Bo, Zhou, Mingyuan

Sommario: “... relationships at multiple semantic levels. Then, taking GPGBN as the decoder, we combine it with various Weibull...”
Testo

Minimum Entropy Coupling with Bottleneck di Ebrahimi, M. Reza, Chen, Jun, Khisti, Ashish

Sommario: “...) for the encoder, and Minimum Entropy Coupling (MEC) for the decoder. Through extensive analysis, we provide a...”
Testo

GraphXForm: Graph transformer for computer-aided molecular design di Pirnay, Jonathan, Rittig, Jan G., Wolf, Alexander B., Grohe, Martin, Burger, Jakob, Mitsos, Alexander, Grimm, Dominik G.

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