Giedrius Burachas

According to our database, Giedrius Burachas authored at least 12 papers between 2019 and 2022.

Collaborative distances:

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

2022

Learning Invariant World State Representations with Predictive Coding.

Avi Ziskind, Sujeong Kim, Giedrius T. Burachas

CoRR, 2022

Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning.

Meng Ye, Xiao Lin, Giedrius Burachas, Ajay Divakaran, Yi Yao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Improving Users' Mental Model with Attention-directed Counterfactual Edits.

Kamran Alipour, Arijit Ray, Xiao Lin, Michael Cogswell, Jürgen P. Schulze, Yi Yao, Giedrius T. Burachas

CoRR, 2021

Modular Adaptation for Cross-Domain Few-Shot Learning.

Xiao Lin, Meng Ye, Yunye Gong, Giedrius Burachas, Nikoletta Basiou, Ajay Divakaran, Yi Yao

CoRR, 2021

Knowing What VQA Does Not: Pointing to Error-Inducing Regions to Improve Explanation Helpfulness.

Arijit Ray, Michael Cogswell, Xiao Lin, Kamran Alipour, Ajay Divakaran, Yi Yao, Giedrius Burachas

CoRR, 2021

2020

The Impact of Explanations on AI Competency Prediction in VQA.

Kamran Alipour, Arijit Ray, Xiao Lin, Jürgen P. Schulze, Yi Yao, Giedrius T. Burachas

CoRR, 2020

Training Deep Spiking Neural Networks.

Eimantas Ledinauskas, Julius Ruseckas, Alfonsas Jursenas, Giedrius Burachas

CoRR, 2020

A Study on Multimodal and Interactive Explanations for Visual Question Answering.

Kamran Alipour, Jürgen P. Schulze, Yi Yao, Avi Ziskind, Giedrius Burachas

Proceedings of the Workshop on Artificial Intelligence Safety, 2020

2019

Lucid Explanations Help: Using a Human-AI Image-Guessing Game to Evaluate Machine Explanation Helpfulness.

Arijit Ray, Giedrius Burachas, Yi Yao, Ajay Divakaran

CoRR, 2019

Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention.

Shalini Ghosh, Giedrius Burachas, Arijit Ray, Avi Ziskind

CoRR, 2019

Can You Explain That? Lucid Explanations Help Human-AI Collaborative Image Retrieval.

Arijit Ray, Yi Yao, Rakesh Kumar, Ajay Divakaran, Giedrius Burachas

Proceedings of the Seventh AAAI Conference on Human Computation and Crowdsourcing, 2019

Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation.

Arijit Ray, Karan Sikka, Ajay Divakaran, Stefan Lee, Giedrius Burachas

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019