Machine Learning · Computer Science
Generative Code Modeling with Graphs
Marc Brockschmidt, Miltiadis Allamanis, Alexander L. Gaunt, Oleksandr Polozov
2019-04-18
Computation and Language · Computer Science
Modeling Complex Event Scenarios via Simple Entity-focused Questions
Mahnaz Koupaee, Greg Durrett, Nathanael Chambers, Niranjan Balasubramanian
2023-02-15
Computation and Language · Computer Science
Generative Knowledge Graph Construction: A Review
Hongbin Ye, Ningyu Zhang, Hui Chen, Huajun Chen
2023-09-19
Machine Learning · Computer Science
A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation
Ryien Hosseini, Filippo Simini, Venkatram Vishwanath, Henry Hoffmann
2024-12-23
Machine Learning · Computer Science
A Procedural World Generation Framework for Systematic Evaluation of Continual Learning
Timm Hess, Martin Mundt, Iuliia Pliushch, Visvanathan Ramesh
2021-12-14
Machine Learning · Computer Science
Generative Example-Based Explanations: Bridging the Gap between Generative Modeling and Explainability
Philipp Vaeth, Alexander M. Fruehwald, Benjamin Paassen, Magda Gregorova
2025-09-11
Computer Vision and Pattern Recognition · Computer Science
Motion Generation: A Survey of Generative Approaches and Benchmarks
Aliasghar Khani, Arianna Rampini, Bruno Roy, Larasika Nadela +4
2025-07-09
Machine Learning · Computer Science
Diffusion-based Graph Generative Methods
Hongyang Chen, Can Xu, Lingyu Zheng, Qiang Zhang +1
2024-07-17
Information Retrieval · Computer Science
Event GDR: Event-Centric Generative Document Retrieval
Yong Guan, Dingxiao Liu, Jinchen Ma, Hao Peng +3
2024-05-14
Machine Learning · Computer Science
Modeling Events and Interactions through Temporal Processes -- A Survey
Angelica Liguori, Luciano Caroprese, Marco Minici, Bruno Veloso +4
2023-07-24
Machine Learning · Computer Science
Deep generative models as the probability transformation functions
Vitalii Bondar, Vira Babenko, Roman Trembovetskyi, Yurii Korobeinyk +1
2025-06-23