Laurent Itti
University of Southern California
H-index: 76
North America-United States
Top articles of Laurent Itti
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A collective AI via lifelong learning and sharing at the edge | Nature Machine Intelligence | Andrea Soltoggio Eseoghene Ben-Iwhiwhu Vladimir Braverman Eric Eaton Benjamin Epstein | 2024/3 |
3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection | Advances in Neural Information Processing Systems | Yunhao Ge Hong-Xing Yu Cheng Zhao Yuliang Guo Xinyu Huang | 2024/2/13 |
Roboclip: One demonstration is enough to learn robot policies | Advances in Neural Information Processing Systems | Sumedh Sontakke Jesse Zhang Séb Arnold Karl Pertsch Erdem Bıyık | 2024/2/13 |
Ferroelectric FET-based context-switching FPGA enabling dynamic reconfiguration for adaptive deep learning machines | Science Advances | Yixin Xu Zijian Zhao Yi Xiao Tongguang Yu Halid Mulaosmanovic | 2024/1/17 |
Evaluating Pretrained models for Deployable Lifelong Learning | Kiran Lekkala Eshan Bhargava Laurent Itti | 2024 | |
Trustworthy model evaluation on a budget | Iordanis Fostiropoulos Bowman Noah Brown Laurent Itti | 2023/4/16 | |
Value Explicit Pretraining for Goal-Based Transfer Learning | arXiv preprint arXiv:2312.12339 | Kiran Lekkala Henghui Bao Sumedh Sontakke Laurent Itti | 2023/12/19 |
Beyond generation: Harnessing text to image models for object detection and segmentation | arXiv preprint arXiv:2309.05956 | Yunhao Ge Jiashu Xu Brian Nlong Zhao Neel Joshi Laurent Itti | 2023/9/12 |
Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization | Yunhao Ge Zhi Xu Yao Xiao Gan Xin Yunkui Pang | 2023 | |
Rapid adaptation of brain–computer interfaces to new neuronal ensembles or participants via generative modelling | Nature biomedical engineering | Shixian Wen Allen Yin Tommaso Furlanello MG Perich LE Miller | 2023/4 |
Probing Reasoning of Language Models with Inductive In-Context Learning | Iordanis Fostiropoulos Laurent Itti | 2023/6 | |
ABLATOR: Robust Horizontal-Scaling of Machine Learning Ablation Experiments | Iordanis Fostiropoulos Laurent Itti | 2023/12/2 | |
CLR: Channel-wise Lightweight Reprogramming for Continual Learning | Yunhao Ge Yuecheng Li Shuo Ni Jiaping Zhao Ming-Hsuan Yang | 2023 | |
Building One-class Detector for Anything: Open-vocabulary Zero-shot OOD Detection Using Text-image Models | arXiv preprint arXiv:2305.17207 | Yunhao Ge Jie Ren Jiaping Zhao Kaifeng Chen Andrew Gallagher | 2023/5/26 |
World Model Based Sim2Real Transfer for Visual Navigation | arXiv preprint arXiv:2310.18847 | Chen Liu Kiran Lekkala Laurent Itti | 2023/10/28 |
Batch model consolidation: A multi-task model consolidation framework | Iordanis Fostiropoulos Jiaye Zhu Laurent Itti | 2023 | |
Lightweight learner for shared knowledge lifelong learning | arXiv preprint arXiv:2305.15591 | Yunhao Ge Yuecheng Li Di Wu Ao Xu Adam M Jones | 2023/5/24 |
USC-DCT: A Collection of Diverse Classification Tasks | Data | Adam M Jones Gozde Sahin Zachary W Murdock Yunhao Ge Ao Xu | 2023/10/12 |
HOOT: Heavy occlusions in object tracking benchmark | Gozde Sahin Laurent Itti | 2023 | |
Reproducibility Requires Consolidated Artifacts | Iordanis Fostiropoulos Bowman Brown Laurent Itti | 2023/5/15 |
Co-Authors
