Lazar Atanackovic

18 papers A* 4A 1Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Curly Flow Matching for Learning Non-gradient Field Dynamics. CoRR Katarina Petrovic, Lazar Atanackovic, Viggo Moro, Kacper Kapusniak, Ismail Ilkan Ceylan, Michael M. Bronstein, Avishek Joey Bose, Alexander Tong
2025	J	`jnl`	Investigating Generalization Behaviours of Generative Flow Networks. Trans. Mach. Learn. Res. Lazar Atanackovic, Emmanuel Bengio
2025	A*	`conf`	Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold. ICLR Lazar Atanackovic, Xi Zhang, Brandon Amos, Mathieu Blanchette, Leo J. Lee, Yoshua Bengio, Alexander Tong, Kirill Neklyudov
2025	J	`jnl`	Simulation-free Structure Learning for Stochastic Dynamics. CoRR Noah El Rimawi-Fine, Adam Stecklov, Lucas Nelson, Mathieu Blanchette, Alexander Tong, Stephen Y. Zhang, Lazar Atanackovic
2025	A*	`conf`	The Superposition of Diffusion Models Using the Itô Density Estimator. ICLR Marta Skreta, Lazar Atanackovic, Joey Bose, Alexander Tong, Kirill Neklyudov
2024	A*	`conf`	A Computational Framework for Solving Wasserstein Lagrangian Flows. ICML Kirill Neklyudov, Rob Brekelmans, Alexander Tong, Lazar Atanackovic, Qiang Liu, Alireza Makhzani
2024	J	`jnl`	Investigating Generalization Behaviours of Generative Flow Networks. CoRR Lazar Atanackovic, Emmanuel Bengio
2024	J	`jnl`	Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold. CoRR Lazar Atanackovic, Xi Zhang, Brandon Amos, Mathieu Blanchette, Leo J. Lee, Yoshua Bengio, Alexander Tong, Kirill Neklyudov
2024	A	`conf`	Simulation-Free Schrödinger Bridges via Score and Flow Matching. AISTATS Alexander Tong, Nikolay Malkin, Kilian Fatras, Lazar Atanackovic, Yanlei Zhang, Guillaume Huguet, Guy Wolf, Yoshua Bengio
2024	J	`jnl`	The Superposition of Diffusion Models Using the Itô Density Estimator. CoRR Marta Skreta, Lazar Atanackovic, Avishek Joey Bose, Alexander Tong, Kirill Neklyudov
2023	J	`jnl`	A Computational Framework for Solving Wasserstein Lagrangian Flows. CoRR Kirill Neklyudov, Rob Brekelmans, Alexander Tong, Lazar Atanackovic, Qiang Liu, Alireza Makhzani
2023	J	`jnl`	DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks. CoRR Lazar Atanackovic, Alexander Tong, Jason S. Hartford, Leo J. Lee, Bo Wang, Yoshua Bengio
2023	A*	`conf`	DynGFN: Towards Bayesian Inference of Gene Regulatory Networks with GFlowNets. NeurIPS Lazar Atanackovic, Alexander Tong, Bo Wang, Leo J. Lee, Yoshua Bengio, Jason S. Hartford
2023	J	`jnl`	Simulation-free Schrödinger bridges via score and flow matching. CoRR Alexander Tong, Nikolay Malkin, Kilian Fatras, Lazar Atanackovic, Yanlei Zhang, Guillaume Huguet, Guy Wolf, Yoshua Bengio
2022	J	`jnl`	A graph neural network approach for molecule carcinogenicity prediction. Bioinform. Philip Fradkin, Adamo Young, Lazar Atanackovic, Brendan J. Frey, Leo J. Lee, Bo Wang
2022	—	`conf`	Energy-based Modelling for Single-cell Data Annotation. MLCB Tianyi Liu, Philip Fradkin, Lazar Atanackovic, Leo J. Lee
2019	J	`jnl`	Cable Diagnostics With Power Line Modems for Smart Grid Monitoring. IEEE Access Yinjia Huo, Gautham Prasad, Lazar Atanackovic, Lutz Lampe, Victor C. M. Leung
2018	—	`conf`	Grid surveillance and diagnostics using power line communications. ISPLC Yinjia Huo, Gautham Prasad, Lazar Atanackovic, Lutz Lampe, Victor C. M. Leung