Kiran Lekkala

According to our database, Kiran Lekkala authored at least 11 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

USC-DCT: A Collection of Diverse Classification Tasks.

Adam M. Jones, Gozde Sahin, Zachary William Murdock, Yunhao Ge, Ao Xu, Yuecheng Li, Di Wu, Shuo Ni, Po-Hsuan Huang, Kiran Lekkala, Laurent Itti

Data, 2023

Value Explicit Pretraining for Goal-Based Transfer Learning.

Kiran Lekkala, Henghui Bao, Sumedh Sontakke, Laurent Itti

CoRR, 2023

Evaluating Pretrained models for Deployable Lifelong Learning.

Kiran Lekkala, Eshan Bhargava, Laurent Itti

CoRR, 2023

World Model Based Sim2Real Transfer for Visual Navigation.

Chen Liu, Kiran Lekkala, Laurent Itti

CoRR, 2023

Lightweight Learner for Shared Knowledge Lifelong Learning.

Yunhao Ge, Yuecheng Li, Di Wu, Ao Xu, Adam M. Jones, Amanda Sofie Rios, Iordanis Fostiropoulos, Shixian Wen, Po-Hsuan Huang, Zachary William Murdock, Gozde Sahin, Shuo Ni, Kiran Lekkala, Sumedh Anand Sontakke, Laurent Itti

CoRR, 2023

2022

Ferroelectric FET based Context-Switching FPGA Enabling Dynamic Reconfiguration for Adaptive Deep Learning Machines.

Yixin Xu, Zijian Zhao, Yi Xiao, Tongguang Yu, Halid Mulaosmanovic, Dominik Kleimaier, Stefan Dünkel, Sven Beyer, Xiao Gong, Rajiv V. Joshi, X. Sharon Hu, Shixian Wen, Amanda Sofie Rios, Kiran Lekkala, Laurent Itti, Eric Homan, Sumitha George, Vijaykrishnan Narayanan, Kai Ni

CoRR, 2022

What can we learn from misclassified ImageNet images?

Shixian Wen, Amanda Sofie Rios, Kiran Lekkala, Laurent Itti

CoRR, 2022

2021

Shaped Policy Search for Evolutionary Strategies using Waypoints.

Kiran Lekkala, Laurent Itti

CoRR, 2021

Shaped Policy Search for Evolutionary Strategies using Waypoints^*.

Kiran Lekkala, Laurent Itti

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020

Attentive Feature Reuse for Multi Task Meta learning.

Kiran Lekkala, Laurent Itti

CoRR, 2020

2019

Meta Adaptation using Importance Weighted Demonstrations.

Kiran Lekkala, Sami Abu-El-Haija, Laurent Itti

CoRR, 2019