Kiran Lekkala

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Lifelong Learning

Learning Machines

Top Venues

Publications

Kiran Lekkala, Eshan Bhargava, Laurent Itti
Evaluating Pretrained models for Deployable Lifelong Learning. CoRR (2023)
Chen Liu, Kiran Lekkala, Laurent Itti
World Model Based Sim2Real Transfer for Visual Navigation. CoRR (2023)
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
USC-DCT: A Collection of Diverse Classification Tasks. Data 8 (10) (2023)
Kiran Lekkala, Henghui Bao, Sumedh Sontakke, Laurent Itti
Value Explicit Pretraining for Goal-Based Transfer Learning. CoRR (2023)
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
Lightweight Learner for Shared Knowledge Lifelong Learning. CoRR (2023)
Shixian Wen, Amanda Sofie Rios, Kiran Lekkala, Laurent Itti
What can we learn from misclassified ImageNet images? CoRR (2022)
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
Ferroelectric FET based Context-Switching FPGA Enabling Dynamic Reconfiguration for Adaptive Deep Learning Machines. CoRR (2022)
Kiran Lekkala, Laurent Itti
Shaped Policy Search for Evolutionary Strategies using Waypoints. CoRR (2021)
Kiran Lekkala, Laurent Itti
. ICRA (2021)
Kiran Lekkala, Laurent Itti
Attentive Feature Reuse for Multi Task Meta learning. CoRR (2020)
Kiran Lekkala, Sami Abu-El-Haija, Laurent Itti
Meta Adaptation using Importance Weighted Demonstrations. CoRR (2019)