Vasileios Lioutas

According to our database, Vasileios Lioutas authored at least 18 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Nearest Neighbour Score Estimators for Diffusion Generative Models.

Matthew Niedoba, Dylan Green, Saeid Naderiparizi, Vasileios Lioutas, Jonathan Wilder Lavington, Xiaoxuan Liang, Yunpeng Liu, Ke Zhang, Setareh Dabiri, Adam Scibior, Berend Zwartsenberg, Frank Wood

CoRR, 2024

2023

Realistically distributing object placements in synthetic training data improves the performance of vision-based object detection models.

Setareh Dabiri, Vasileios Lioutas, Berend Zwartsenberg, Yunpeng Liu, Matthew Niedoba, Xiaoxuan Liang, Dylan Green, Justice Sefas, Jonathan Wilder Lavington, Frank Wood, Adam Scibior

CoRR, 2023

Video Killed the HD-Map: Predicting Driving Behavior Directly From Drone Images.

Yunpeng Liu, Vasileios Lioutas, Jonathan Wilder Lavington, Matthew Niedoba, Justice Sefas, Setareh Dabiri, Dylan Green, Xiaoxuan Liang, Berend Zwartsenberg, Adam Scibior, Frank Wood

CoRR, 2023

A Diffusion-Model of Joint Interactive Navigation.

Matthew Niedoba, Jonathan Wilder Lavington, Yunpeng Liu, Vasileios Lioutas, Justice Sefas, Xiaoxuan Liang, Dylan Green, Setareh Dabiri, Berend Zwartsenberg, Adam Scibior, Frank Wood

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Video Killed the HD-Map: Predicting Multi-Agent Behavior Directly From Aerial Images.

Yunpeng Liu, Vasileios Lioutas, Jonathan Wilder Lavington, Matthew Niedoba, Justice Sefas, Setareh Dabiri, Dylan Green, Xiaoxuan Liang, Berend Zwartsenberg, Adam Scibior, Frank Wood

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Critic Sequential Monte Carlo.

Vasileios Lioutas, Jonathan Wilder Lavington, Justice Sefas, Matthew Niedoba, Yunpeng Liu, Berend Zwartsenberg, Setareh Dabiri, Frank Wood, Adam Scibior

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

TITRATED: Learned Human Driving Behavior without Infractions via Amortized Inference.

Vasileios Lioutas, Adam Scibior, Frank Wood

Trans. Mach. Learn. Res., 2022

Conditional Permutation Invariant Flows.

Berend Zwartsenberg, Adam Scibior, Matthew Niedoba, Vasileios Lioutas, Yunpeng Liu, Justice Sefas, Setareh Dabiri, Jonathan Wilder Lavington, Trevor Campbell, Frank Wood

CoRR, 2022

2021

Imagining The Road Ahead: Multi-Agent Trajectory Prediction via Differentiable Simulation.

Adam Scibior, Vasileios Lioutas, Daniele Reda, Peyman Bateni, Frank Wood

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Towards Zero-Shot Knowledge Distillation for Natural Language Processing.

Ahmad Rashid, Vasileios Lioutas, Abbas Ghaddar, Mehdi Rezagholizadeh

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation.

Ahmad Rashid, Vasileios Lioutas, Mehdi Rezagholizadeh

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Mapping Low-Resolution Images To Multiple High-Resolution Images Using Non-Adversarial Mapping.

Vasileios Lioutas

CoRR, 2020

Time-aware Large Kernel Convolutions.

Vasileios Lioutas, Yuhong Guo

Proceedings of the 37th International Conference on Machine Learning, 2020

Improving Word Embedding Factorization for Compression using Distilled Nonlinear Neural Decomposition.

Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, Mehdi Rezagholizadeh

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Distilled embedding: non-linear embedding factorization using knowledge distillation.

Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, Mehdi Rezagholizadeh

CoRR, 2019

Copy this Sentence.

Vasileios Lioutas, Andriy Drozdyuk

CoRR, 2019

2018

Explicit ensemble attention learning for improving visual question answering.

Vasileios Lioutas, Nikolaos Passalis, Anastasios Tefas

Pattern Recognit. Lett., 2018

Visual Question Answering using Explicit Visual Attention.

Vasileios Lioutas, Nikolaos Passalis, Anastasios Tefas

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018