Vasu Singla

According to our database, Vasu Singla authored at least 11 papers between 2020 and 2024.

Collaborative distances:

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

2024

From Pixels to Prose: A Large Dataset of Dense Image Captions.

Vasu Singla, Kaiyu Yue, Sukriti Paul, Reza Shirkavand, Mayuka Jayawardhana, Alireza Ganjdanesh, Heng Huang, Abhinav Bhatele, Gowthami Somepalli, Tom Goldstein

CoRR, 2024

PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting.

Alex Hanson, Allen Tu, Vasu Singla, Mayuka Jayawardhana, Matthias Zwicker, Tom Goldstein

CoRR, 2024

2023

A Simple and Efficient Baseline for Data Attribution on Images.

Vasu Singla, Pedro Sandoval Segura, Micah Goldblum, Jonas Geiping, Tom Goldstein

CoRR, 2023

Understanding and Mitigating Copying in Diffusion Models.

Gowthami Somepalli, Vasu Singla, Micah Goldblum, Jonas Geiping, Tom Goldstein

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

What Can We Learn from Unlearnable Datasets?

Pedro Sandoval Segura, Vasu Singla, Jonas Geiping, Micah Goldblum, Tom Goldstein

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

Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models.

Gowthami Somepalli, Vasu Singla, Micah Goldblum, Jonas Geiping, Tom Goldstein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Autoregressive Perturbations for Data Poisoning.

Pedro Sandoval Segura, Vasu Singla, Jonas Geiping, Micah Goldblum, Tom Goldstein, David Jacobs

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Poisons that are learned faster are more effective.

Pedro Sandoval Segura, Vasu Singla, Liam Fowl, Jonas Geiping, Micah Goldblum, David Jacobs, Tom Goldstein

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

2021

Shift Invariance Can Reduce Adversarial Robustness.

Vasu Singla, Songwei Ge, Ronen Basri, David W. Jacobs

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Low Curvature Activations Reduce Overfitting in Adversarial Training.

Vasu Singla, Sahil Singla, Soheil Feizi, David Jacobs

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

ASAP-NMS: Accelerating Non-Maximum Suppression Using Spatially Aware Priors.

Rohun Tripathi, Vasu Singla, Mahyar Najibi, Bharat Singh, Abhishek Sharma, Larry Davis

CoRR, 2020