| Resource-efficient machine learning in 2 KB RAM for the internet of things A Kumar, S Goyal, M Varma International conference on machine learning, 1935-1944, 2017 | 243 | 2017 |
| Fastgrnn: A fast, accurate, stable and tiny kilobyte sized gated recurrent neural network A Kusupati, M Singh, K Bhatia, A Kumar, P Jain, M Varma Advances in neural information processing systems 31, 2018 | 190 | 2018 |
| Protonn: Compressed and accurate knn for resource-scarce devices C Gupta, AS Suggala, A Goyal, HV Simhadri, B Paranjape, A Kumar, ... International conference on machine learning, 1331-1340, 2017 | 175 | 2017 |
| RMA: Rapid motor adaptation for legged robots A Kumar, Z Fu, D Pathak, J Malik Robotics: Science and Systems (RSS) 2021, 2021 | 171 | 2021 |
| Visual memory for robust path following A Kumar, S Gupta, D Fouhey, S Levine, J Malik Neural Information Processing Systems (NeurIPS) 2018, 2017 | 121* | 2017 |
| Minimizing energy consumption leads to the emergence of gaits in legged robots Z Fu, A Kumar, J Malik, D Pathak Conference on Robot Learning (CoRL) 2021, 2021 | 42 | 2021 |
| EdgeML: Machine Learning for resource-constrained edge devices DK Dennis, Y Gaurkar, S Gopinath, S Goyal, C Gupta, M Jain, S Jaiswal, ... URL https://github. com/Microsoft/EdgeML, 2020 | 30 | 2020 |
| Coupling vision and proprioception for navigation of legged robots Z Fu, A Kumar, A Agarwal, H Qi, J Malik, D Pathak Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 29 | 2022 |
| Learning navigation subroutines from egocentric videos A Kumar, S Gupta, J Malik Conference on Robot Learning, 617-626, 2020 | 23 | 2020 |
| Legged locomotion in challenging terrains using egocentric vision A Agarwal, A Kumar, J Malik, D Pathak Conference on Robot Learning, 403-415, 2023 | 17 | 2023 |
| In-hand object rotation via rapid motor adaptation H Qi, A Kumar, R Calandra, Y Ma, J Malik Conference on Robot Learning, 1722-1732, 2023 | 12 | 2023 |
| Adapting Rapid Motor Adaptation for Bipedal Robots A Kumar, Z Li, J Zeng, D Pathak, K Sreenath, J Malik Intelligent Robots and Systems (IROS) 2022, 2022 | 9 | 2022 |
| A Zero-Shot Adaptive Quadcopter Controller D Zhang, A Loquercio, X Wu, A Kumar, J Malik, MW Mueller arXiv preprint arXiv:2209.09232, 2022 | 5 | 2022 |
| Resource-efficient machine learning M Varma, A Kumar US Patent 10,909,471, 2021 | 4 | 2021 |
| Learning Visual Locomotion with Cross-Modal Supervision A Loquercio, A Kumar, J Malik arXiv preprint arXiv:2211.03785, 2022 | 3 | 2022 |
| A novel image inpainting framework using regression S Maiti, A Kumar, S Jain, G Bhatnagar ACM Transactions on Internet Technology (TOIT) 21 (3), 1-16, 2021 | | 2021 |
| Supplementary Material: Coupling Vision and Proprioception for Navigation of Legged Robots Z Fu, A Kumar, A Agarwal, H Qi, J Malik, D Pathak | | |
| Supplementary Materials: Minimizing Energy Consumption Leads to the Emergence of Gaits in Legged Robots Z Fu, A Kumar, J Malik, D Pathak | | |
Jitendra MalikProfessor of EECS, UC BerkeleyVerified email at eecs.berkeley.edu
