| 12412637 |
Embedding-based generative model for protein design |
Payel Das, Enara C. Vijil, Igor Melnyk, Yue Cao |
2025-09-09 |
|
| 12367397 |
Query-based molecule optimization and applications to functional molecule discovery |
Samuel Chung Hoffman, Enara C. Vijil, Payel Das, Kahini Wadhawan |
2025-07-22 |
|
| 12288391 |
Image grounding with modularized graph attentive networks |
Zhenfang Chen, Chuang Gan, Bo Wu |
2025-04-29 |
|
| 12182274 |
Testing adversarial robustness of systems with limited access |
Sijia Liu, Lingfei Wu, Chia-Yu Chen |
2024-12-31 |
$22,533,000 |
| 12061991 |
Transfer learning with machine learning systems |
Sijia Liu, Chia-Yu Chen, I-Hsin Chung, Tsung-Yi Ho, Yun-Yun Tsai |
2024-08-13 |
$23,564,000 |
| 12020480 |
Counterfactual debiasing inference for compositional action recognition |
Bo Wu, Chuang Gan, Zhenfang Chen, Dakuo Wang |
2024-06-25 |
$10,690,000 |
| 11880765 |
State-augmented reinforcement learning |
Yada Zhu, Jinjun Xiong, Kumar Bhaskaran, Yunan Ye, Bo Li |
2024-01-23 |
$16,624,000 |
| 11853702 |
Self-supervised semantic shift detection and alignment |
Maurício Gruppi, Sibel Adali |
2023-12-26 |
$6,691,000 |
| 11853713 |
Graph similarity analytics |
Lingfei Wu, Chia-Yu Chen, Yada Zhu |
2023-12-26 |
$6,691,000 |
| 11839456 |
Method for determining maximum value of heart rate data of user pefforming physical activity |
Szu-Hong Chen, TAI-YU HUANG, Yu-Ting Liu |
2023-12-12 |
|
| 11836256 |
Testing adversarial robustness of systems with limited access |
Sijia Liu, Lingfei Wu, Chia-Yu Chen |
2023-12-05 |
$10,759,000 |
| 11800633 |
Inductor and power module |
HUNG-CHIH LIANG, Hsiu-Fa Yeh, HANG-CHUN LU, Ya-Wan Yang, Yu-Ting Hsu |
2023-10-24 |
|
| 11640532 |
Contrastive explanations for images with monotonic attribute functions |
Ronny Luss, Amit Dhurandhar, Prasanna Sattigeri, Karthikeyan Shanmugam |
2023-05-02 |
$16,346,000 |
| 11625487 |
Framework for certifying a lower bound on a robustness level of convolutional neural networks |
Sijia Liu, Akhilan Boopathy, Tsui-Wei Weng, Luca Daniel |
2023-04-11 |
$16,375,000 |
| 11604994 |
Explainable machine learning based on heterogeneous data |
Yada Zhu, Yang Zhang, Kumar Bhaskaran |
2023-03-14 |
$10,014,000 |
| 11586912 |
Integrated noise generation for adversarial training |
Chia-Yu Chen, Mingu Kang, Jintao Zhang |
2023-02-21 |
$5,683,000 |
| 11568282 |
Mitigating adversarial effects in machine learning systems |
Payel Das, Karthikeyan Natesan Ramamurthy, Pu Paul Zhao |
2023-01-31 |
$7,725,000 |
| 11568267 |
Inducing creativity in an artificial neural network |
Payel Das, Brian Leo Quanz, Jae-Wook Ahn |
2023-01-31 |
$7,725,000 |
| 11538248 |
Summarizing videos via side information |
Rameswar Panda, Chuang Gan, Bo Wu |
2022-12-27 |
$9,721,000 |
| 11507787 |
Model agnostic contrastive explanations for structured data |
Amit Dhurandhar, Karthikeyan Shanmugam, Tejaswini Pedapati, Avinash Balakrishnan, Ruchir Puri |
2022-11-22 |
$26,352,000 |
| 11416775 |
Training robust machine learning models |
Sijia Liu, Shiyu Chang, Payel Das, Minhao Cheng |
2022-08-16 |
$11,009,000 |
| 11397891 |
Interpretability-aware adversarial attack and defense method for deep learnings |
Sijia Liu, Gaoyuan Zhang, Chuang Gan, Akhilan Boopathy |
2022-07-26 |
$16,337,000 |
| 11394742 |
Detecting trojan neural networks |
Sijia Liu, Jinjun Xiong, Gaoyuan Zhang, Meng Wang, Ren Wang |
2022-07-19 |
$13,174,000 |
| 11227231 |
Computational efficiency in symbolic sequence analytics using random sequence embeddings |
Lingfei Wu, Kun Xu, Chia-Yu Chen |
2022-01-18 |
$5,274,000 |
| 11222242 |
Contrastive explanations for images with monotonic attribute functions |
Ronny Luss, Amit Dhurandhar, Prasanna Sattigeri, Karthikeyan Shanmugam |
2022-01-11 |
$4,843,000 |
