| Exemplar-based open-set panoptic segmentation network J Hwang, SW Oh, JY Lee, B Han CVPR 2021, 2021 | 60 | 2021 |
| Weakly Supervised Instance Segmentation by Deep Community Learning J Hwang, S Kim, J Son, B Han WACV 2021, 2021 | 35 | 2021 |
| Stop or Forward: Dynamic Layer Skipping for Efficient Action Recognition J Seon, J Hwang, J Mun, B Han WACV 2023, 2023 | 15 | 2023 |
| Generating improved panoptic segmented digital images based on panoptic segmentation neural networks that utilize exemplar unknown object classes J HWANG, SW Oh, JY Lee US Patent 11,803,971, 2023 | 11 | 2023 |
| Model-agnostic measure of generalization difficulty A Boopathy, K Liu, J Hwang, S Ge, A Mohammedsaleh, IR Fiete ICML 2023, 2023 | 9 | 2023 |
| Learn globally, speak locally: Bridging the gaps in multilingual reasoning J Hwang, K Tanmay, SJ Lee, A Agrawal, H Palangi, K Ayush, I Fiete, ... arXiv preprint arXiv:2507.05418, 2025 | 6 | 2025 |
| Neuro-inspired fragmentation and recall to overcome catastrophic forgetting in curiosity J Hwang, ZW Hong, E Chen, A Boopathy, P Agrawal, I Fiete arXiv preprint arXiv:2310.17537, 2023 | 5 | 2023 |
| Robust harmonic field based tooth segmentation in real-life noisy scanned mesh J Hwang, S Park, S Lee, YG Shin SPIE Medical Imaging 2019: Image Processing 10949, 599-605, 2019 | 4 | 2019 |
| Breaking Neural Network Scaling Laws with Modularity A Boopathy, S Jiang, W Yue, J Hwang, A Iyer, IR Fiete ICLR 2025, 2025 | 3 | 2025 |
| A Grid Cell-Place Cell Scaffold Allows Rapid Learning and Generalization at Multiple Levels on Mental Navigation Tasks J Hwang, S Neupane, M Jazayeri, I Fiete Conference on Cognitive Computational Neuroscience, 2023 | 3 | 2023 |
| Towards Exact Computation of Inductive Bias A Boopathy, W Yue, J Hwang, A Iyer, I Fiete IJCAI 2024 (long), 2024 | 2 | 2024 |
| Rapid Learning without Catastrophic Forgetting in the Morris Water Maze R Wang, J Hwang, A Boopathy, IR Fiete ICML 2024, 2024 | 2 | 2024 |
| An adaptive computational discourse system based on data-driven learning algorithm S Lee, J Hwang, ES Kim, BT Zhang The 16th International Symposium on Advanced Intelligent Systems (ISIS 2015) 201, 2015 | 2 | 2015 |
| ImageNet-RIB Benchmark: Large Pre-Training Datasets Don't Always Guarantee Robustness after Fine-Tuning J Hwang, B Cheung, ZW Hong, A Boopathy, P Agrawal, I Fiete arXiv preprint arXiv:2410.21582, 2024 | 1* | 2024 |
| Grid Cell-Inspired Fragmentation and Recall for Efficient Map Building J Hwang, ZW Hong, E Chen, A Boopathy, P Agrawal, I Fiete TMLR (Featured Certification), 2024 | 1 | 2024 |
| Method and apparatus with image information generation B Han, J Seon, J HWANG US Patent 12,293,575, 2025 | | 2025 |
| A Multi‑Region Brain Model to Elucidate the Role of Hippocampus in Spatially Embedded Decision‑Making Y Xie, J Hwang, C Brody, DW Tank, I Fiete ICML 2025, 2025 | | 2025 |
| A Multi-Region Brain Model to Shed Light on the Role of Hippocampus in Spatially Embedded Decision Tasks X Yi, J Hwang, C Brody, D Tank, I Fiete Conference on Cognitive Computational Neuroscience, 2024 | | 2024 |
| Generalizable Relational Inference with Cognitive Maps in a Hippocampal Model and in Primates J Hwang, S Neupane, M Jazayeri, IR Fiete NeurIPSW - Associative Memory {\&} Hopfield Networks, 2023 | | 2023 |
| Learning from Noisy Demonstration Sets via Meta-Learned Suitability Assessor TL Wu, J Hwang, J Yang, S Lai, C Vondrick, JJ Lim | | 2018 |
Ila FieteProfessor of Brain and Cognitive Sciences, MITVerified email at mit.edu
