Search Results - encoding (algorithmsssicsics OR (algorithm OR ((algorithm OR algorithm) OR algorithm)))

Learning to Optimise Wind Farms with Graph Transformers by Li, Siyi, Robert, Arnaud, Faisal, A. Aldo, Piggott, Matthew D.

Table of Contents: “… and wind conditions. The proposed model functions by encoding a wind farm into a fully-connected graph…”
Get full text

A Transformer Model for Symbolic Regression towards Scientific Discovery by Lalande, Florian, Matsubara, Yoshitomo, Chiba, Naoya, Taniai, Tatsunori, Igarashi, Ryo, Ushiku, Yoshitaka

Table of Contents: “… algorithms are often computationally expensive. This work proposes a new Transformer model aiming at Symbolic…”
Get full text

Efficient Detection of Exchangeable Factors in Factor Graphs by Luttermann, Malte, Machemer, Johann, Gehrke, Marcel

Table of Contents: “… encode equivalent semantics and hence are exchangeable is computationally expensive. In this paper, we…”
Get full text

Algorithmic unfolding for image reconstruction and localization problems in fluorescence microscopy by Bonettini, Silvia, Calatroni, Luca, Pezzi, Danilo, Prato, Marco

Table of Contents: “… and algorithmic parameters for image super-resolution and molecule localization problems in image microscopy…”
Get full text

Equivalence Checking of Quantum Circuits by Model Counting by Mei, Jingyi, Coopmans, Tim, Bonsangue, Marcello, Laarman, Alfons

Table of Contents: “… in compiling and optimizing quantum algorithms for real-world devices. This paper gives a Turing reduction…”
Get full text

Energy-Optimal Multi-Agent Navigation as a Strategic-Form Game by Beaver, Logan

Table of Contents: “…. Furthermore, the agents can exactly encode their trajectory in a set of real numbers, rather than…”
Get full text

Finding Visual Task Vectors by Hojel, Alberto, Bai, Yutong, Darrell, Trevor, Globerson, Amir, Bar, Amir

Table of Contents: “… Visual Prompting model, and find task vectors, activations that encode task-specific information…”
Get full text

Contrastive Mean-Shift Learning for Generalized Category Discovery by Choi, Sua, Kang, Dahyun, Cho, Minsu

Table of Contents: “…-shift algorithm, i.e., a classic, powerful technique for mode seeking, and incorporate it into a…”
Get full text

Towards DNA-Encoded Library Generation with GFlowNets by Koziarski, Michał, Abukalam, Mohammed, Shah, Vedant, Vaillancourt, Louis, Schuetz, Doris Alexandra, Jain, Moksh, van der Sloot, Almer, Bourgey, Mathieu, Marinier, Anne, Bengio, Yoshua

Table of Contents: “…DNA-encoded libraries (DELs) are a powerful approach for rapidly screening large numbers of diverse…”
Get full text

Photonic quantum generative adversarial networks for classical data by Sedrakyan, Tigran, Salavrakos, Alexia

Table of Contents: “… in a minimax game. Quantum versions of the algorithm were since designed, both for the generation…”
Get full text

Quantum-Train: Rethinking Hybrid Quantum-Classical Machine Learning in the Model Compression Perspective by Liu, Chen-Yu, Kuo, En-Jui, Lin, Chu-Hsuan Abraham, Young, Jason Gemsun, Chang, Yeong-Jar, Hsieh, Min-Hsiu, Goan, Hsi-Sheng

Table of Contents: “… with classical machine learning algorithms to address significant challenges in data encoding, model compression…”
Get full text

iQRL -- Implicitly Quantized Representations for Sample-efficient Reinforcement Learning by Scannell, Aidan, Kujanpää, Kalle, Zhao, Yi, Nakhaei, Mohammadreza, Solin, Arno, Pajarinen, Joni

Table of Contents: “… consistency loss. Our approach employs an encoder and a dynamics model to map observations to latent states…”
Get full text

Human-level molecular optimization driven by mol-gene evolution by Fang, Jiebin, Mao, Churu, Zhu, Yuchen, Chen, Xiaoming, Hsieh, Chang-Yu, Ma, Zhongjun

Table of Contents: “… of medicinal chemists. A discrete variational autoencoder (D-VAE) is used in DGMM to encode molecules…”
Get full text

FedLog: Personalized Federated Classification with Less Communication and More Flexibility by Yu, Haolin, Zhang, Guojun, Poupart, Pascal

Table of Contents: “… feature extraction from local data. FRL algorithms that share the majority of the model parameters face…”
Get full text

Topological filtering of a signal over a network by van Lier, Matias de Jong, Zurita, Sebastián Elías Graiff, Kaji, Shizuo

Table of Contents: “… new structure called the Basin Hierarchy Tree, which encodes the persistent homology. We provide…”
Get full text

Thinner Latent Spaces: Detecting Dimension and Imposing Invariance with Conformal Autoencoders by Kevrekidis, George A., Ahmad, Zan, Maggioni, Mauro, Villar, Soledad, Kevrekidis, Yannis G.

Table of Contents: “… of their tangent space), while simultaneously computing encoding and decoding (embedding) maps. We outline…”
Get full text

On the effectiveness of enrollment speech augmentation for Target Speaker Extraction by Li, Junjie, Zhang, Ke, Wang, Shuai, Li, Haizhou, Mak, Man-Wai, Lee, Kong Aik

Table of Contents: “… (TSE) tasks. To enhance the generalization and robustness of these algorithms when training data…”
Get full text

VectorSearch: Enhancing Document Retrieval with Semantic Embeddings and Optimized Search by Monir, Solmaz Seyed, Lau, Irene, Yang, Shubing, Zhao, Dongfang

Table of Contents: “… algorithms, embeddings, and indexing techniques for refined retrieval. By utilizing innovative multi-vector…”
Get full text

Pseudo-Nonlinear Data Augmentation: A Constrained Energy Minimization Viewpoint by Hu, Pingbang, Sugiyama, Mahito

Table of Contents: “… the structure of the data itself, supporting efficient and explicit encoding and decoding procedures. We…”
Get full text

Solving The Dynamic Volatility Fitting Problem: A Deep Reinforcement Learning Approach by Gnabeyeu, Emmanuel, Karkar, Omar, Idboufous, Imad

Table of Contents: “… set of deterministic rules, the degrees of freedom in the implied volatility surface encoding…”
Get full text