Robik Shrestha

According to our database, Robik Shrestha authored at least 13 papers between 2019 and 2024.

Collaborative distances:

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

2024

Improving Multimodal Large Language Models Using Continual Learning.

Shikhar Srivastava, Md Yousuf Harun, Robik Shrestha, Christopher Kanan

CoRR, 2024

Revisiting Multi-Modal LLM Evaluation.

Jian Lu, Shikhar Srivastava, Junyu Chen, Robik Shrestha, Manoj Acharya, Kushal Kafle, Christopher Kanan

CoRR, 2024

FairRAG: Fair Human Generation via Fair Retrieval Augmentation.

Robik Shrestha, Yang Zou, Qiuyu Chen, Zhiheng Li, Yusheng Xie, Siqi Deng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

BloomVQA: Assessing Hierarchical Multi-modal Comprehension.

Yunye Gong, Robik Shrestha, Jared Claypoole, Michael Cogswell, Arijit Ray, Christopher Kanan, Ajay Divakaran

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2022

An Investigation of Critical Issues in Bias Mitigation Techniques.

Robik Shrestha, Kushal Kafle, Christopher Kanan

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses.

Robik Shrestha, Kushal Kafle, Christopher Kanan

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Detecting Spurious Correlations With Sanity Tests for Artificial Intelligence Guided Radiology Systems.

Usman Mahmood, Robik Shrestha, David D. B. Bates, Lorenzo Mannelli, Giuseppe Corrias, Yusuf E. Erdi, Christopher Kanan

Frontiers Digit. Health, 2021

2020

Answering Questions about Data Visualizations using Efficient Bimodal Fusion.

Kushal Kafle, Robik Shrestha, Brian L. Price, Scott Cohen, Christopher Kanan

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law.

Damien Teney, Ehsan Abbasnejad, Kushal Kafle, Robik Shrestha, Christopher Kanan, Anton van den Hengel

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

REMIND Your Neural Network to Prevent Catastrophic Forgetting.

Tyler L. Hayes, Kushal Kafle, Robik Shrestha, Manoj Acharya, Christopher Kanan

Proceedings of the Computer Vision - ECCV 2020, 2020

A negative case analysis of visual grounding methods for VQA.

Robik Shrestha, Kushal Kafle, Christopher Kanan

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Challenges and Prospects in Vision and Language Research.

Kushal Kafle, Robik Shrestha, Christopher Kanan

Frontiers Artif. Intell., 2019

Answer Them All! Toward Universal Visual Question Answering Models.

Robik Shrestha, Kushal Kafle, Christopher Kanan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019