Vasu Singla

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Shift Invariance

Spatially Aware

Diffusion Models

Top Venues

Publications

Vasu Singla, Kaiyu Yue, Sukriti Paul, Reza Shirkavand, Mayuka Jayawardhana, Alireza Ganjdanesh, Heng Huang, Abhinav Bhatele, Gowthami Somepalli, Tom Goldstein
From Pixels to Prose: A Large Dataset of Dense Image Captions. CoRR (2024)
Alex Hanson, Allen Tu, Vasu Singla, Mayuka Jayawardhana, Matthias Zwicker, Tom Goldstein
PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting. CoRR (2024)
Gowthami Somepalli, Vasu Singla, Micah Goldblum, Jonas Geiping, Tom Goldstein
Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models. CVPR (2023)
Gowthami Somepalli, Vasu Singla, Micah Goldblum, Jonas Geiping, Tom Goldstein
Understanding and Mitigating Copying in Diffusion Models. CoRR (2023)
Pedro Sandoval Segura, Vasu Singla, Jonas Geiping, Micah Goldblum, Tom Goldstein
What Can We Learn from Unlearnable Datasets? CoRR (2023)
Pedro Sandoval Segura, Vasu Singla, Jonas Geiping, Micah Goldblum, Tom Goldstein
What Can We Learn from Unlearnable Datasets? NeurIPS (2023)
Vasu Singla, Pedro Sandoval Segura, Micah Goldblum, Jonas Geiping, Tom Goldstein
A Simple and Efficient Baseline for Data Attribution on Images. CoRR (2023)
Gowthami Somepalli, Vasu Singla, Micah Goldblum, Jonas Geiping, Tom Goldstein
Understanding and Mitigating Copying in Diffusion Models. NeurIPS (2023)
Gowthami Somepalli, Vasu Singla, Micah Goldblum, Jonas Geiping, Tom Goldstein
Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models. CoRR (2022)
Pedro Sandoval Segura, Vasu Singla, Jonas Geiping, Micah Goldblum, Tom Goldstein, David Jacobs
Autoregressive Perturbations for Data Poisoning. NeurIPS (2022)
Pedro Sandoval Segura, Vasu Singla, Liam Fowl, Jonas Geiping, Micah Goldblum, David Jacobs, Tom Goldstein
Poisons that are learned faster are more effective. CVPR Workshops (2022)
Pedro Sandoval Segura, Vasu Singla, Jonas Geiping, Micah Goldblum, Tom Goldstein, David W. Jacobs
Autoregressive Perturbations for Data Poisoning. CoRR (2022)
Pedro Sandoval Segura, Vasu Singla, Liam Fowl, Jonas Geiping, Micah Goldblum, David Jacobs, Tom Goldstein
Poisons that are learned faster are more effective. CoRR (2022)
Vasu Singla, Sahil Singla, Soheil Feizi, David Jacobs
Low Curvature Activations Reduce Overfitting in Adversarial Training. ICCV (2021)
Vasu Singla, Sahil Singla, David Jacobs, Soheil Feizi
Low Curvature Activations Reduce Overfitting in Adversarial Training. CoRR (2021)
Songwei Ge, Vasu Singla, Ronen Basri, David W. Jacobs
Shift Invariance Can Reduce Adversarial Robustness. CoRR (2021)
Vasu Singla, Songwei Ge, Ronen Basri, David W. Jacobs
Shift Invariance Can Reduce Adversarial Robustness. NeurIPS (2021)
Rohun Tripathi, Vasu Singla, Mahyar Najibi, Bharat Singh, Abhishek Sharma, Larry Davis
ASAP-NMS: Accelerating Non-Maximum Suppression Using Spatially Aware Priors. CoRR (2020)