David W. Jacobs
University of Maryland, Baltimore
H-index: 64
North America-United States
Top articles of David W. Jacobs
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Towards Combinatorial Generalization for Catalysts: A Kohn-Sham Charge-Density Approach | Advances in Neural Information Processing Systems | Phillip Pope David Jacobs | 2024/2/13 |
GaNI: Global and Near Field Illumination Aware Neural Inverse Rendering | arXiv preprint arXiv:2403.15651 | Jiaye Wu Saeed Hadadan Geng Lin Matthias Zwicker David Jacobs | 2024/3/22 |
Halp: Hallucinating latent positives for skeleton-based self-supervised learning of actions | Anshul Shah Aniket Roy Ketul Shah Shlok Mishra David Jacobs | 2023 | |
Hyperbolic contrastive learning for visual representations beyond objects | Songwei Ge Shlok Mishra Simon Kornblith Chun-Liang Li David Jacobs | 2023 | |
Measured albedo in the wild: Filling the gap in intrinsics evaluation | Jiaye Wu Sanjoy Chowdhury Hariharmano Shanmugaraja David Jacobs Soumyadip Sengupta | 2023/7/28 | |
Laser: Neuro-symbolic learning of semantic video representations | arXiv preprint arXiv:2304.07647 | Jiani Huang Ziyang Li David Jacobs Mayur Naik Ser-Nam Lim | 2023/4/15 |
Ld-znet: A latent diffusion approach for text-based image segmentation | Koutilya Pnvr Bharat Singh Pallabi Ghosh Behjat Siddiquie David Jacobs | 2023 | |
Preserve your own correlation: A noise prior for video diffusion models | Songwei Ge Seungjun Nah Guilin Liu Tyler Poon Andrew Tao | 2023 | |
Long video generation with time-agnostic vqgan and time-sensitive transformer | Songwei Ge Thomas Hayes Harry Yang Xi Yin Guan Pang | 2022/10/23 | |
Improved presentation attack detection using image decomposition | Shlok Kumar Mishra Kuntal Sengupta Wen-Sheng Chu Max Horowitz-Gelb Sofien Bouaziz | 2022/10/10 | |
CAN: A simple, efficient and scalable contrastive masked autoencoder framework for learning visual representations | Shlok Kumar Mishra Joshua David Robinson Huiwen Chang David Jacobs Weicheng Kuo | 2022/9/29 | |
Autoregressive perturbations for data poisoning | Advances in Neural Information Processing Systems, 2022 | Pedro Sandoval-Segura* Vasu Singla* Jonas Geiping Micah Goldblum Tom Goldstein | 2022/6/8 |
Poisons that are learned faster are more effective | Pedro Sandoval-Segura Vasu Singla Liam Fowl Jonas Geiping Micah Goldblum | 2022 | |
On the spectral bias of convolutional neural tangent and gaussian process kernels | Advances in Neural Information Processing Systems | Amnon Geifman Meirav Galun David Jacobs Basri Ronen | 2022/12/6 |
Fast light-weight near-field photometric stereo | Daniel Lichy Soumyadip Sengupta David W Jacobs | 2022 | |
A simple, efficient and scalable contrastive masked autoencoder for learning visual representations | arXiv preprint arXiv:2210.16870 | Shlok Mishra Joshua Robinson Huiwen Chang David Jacobs Aaron Sarna | 2022/10/30 |
Shift invariance can reduce adversarial robustness | Advances in Neural Information Processing Systems | Vasu Singla Songwei Ge Basri Ronen David Jacobs | 2021/12/6 |
Low curvature activations reduce overfitting in adversarial training | Vasu Singla Sahil Singla Soheil Feizi David Jacobs | 2021 | |
Robust contrastive learning using negative samples with diminished semantics | Advances in Neural Information Processing Systems | Songwei Ge Shlok Mishra Chun-Liang Li Haohan Wang David Jacobs | 2021/12/6 |
Object-aware cropping for self-supervised learning | arXiv preprint arXiv:2112.00319 | Shlok Mishra Anshul Shah Ankan Bansal Abhyuday Jagannatha Janit Anjaria | 2021/12/1 |
Co-Authors
