Laurent Itti

Laurent Itti

University of Southern California

H-index: 76

North America-United States

About Laurent Itti

Laurent Itti, With an exceptional h-index of 76 and a recent h-index of 52 (since 2020), a distinguished researcher at University of Southern California, specializes in the field of Computational neuroscience, machine vision, artificial intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

A collective AI via lifelong learning and sharing at the edge

3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection

Roboclip: One demonstration is enough to learn robot policies

Ferroelectric FET-based context-switching FPGA enabling dynamic reconfiguration for adaptive deep learning machines

Evaluating Pretrained models for Deployable Lifelong Learning

Value Explicit Pretraining for Goal-Based Transfer Learning

ABLATOR: Robust Horizontal-Scaling of Machine Learning Ablation Experiments

World Model Based Sim2Real Transfer for Visual Navigation

Laurent Itti Information

University

Position

Professor of Computer Science

Citations(all)

56205

Citations(since 2020)

16835

Cited By

47072

hIndex(all)

76

hIndex(since 2020)

52

i10Index(all)

195

i10Index(since 2020)

123

Email

University Profile Page

Google Scholar

Laurent Itti Skills & Research Interests

Computational neuroscience

machine vision

artificial intelligence

Top articles of Laurent Itti

3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection

Advances in Neural Information Processing Systems

2024/2/13

Roboclip: One demonstration is enough to learn robot policies

Advances in Neural Information Processing Systems

2024/2/13

Ferroelectric FET-based context-switching FPGA enabling dynamic reconfiguration for adaptive deep learning machines

Science Advances

2024/1/17

Evaluating Pretrained models for Deployable Lifelong Learning

2024

Kiran Lekkala
Kiran Lekkala

H-Index: 3

Laurent Itti
Laurent Itti

H-Index: 55

Value Explicit Pretraining for Goal-Based Transfer Learning

arXiv preprint arXiv:2312.12339

2023/12/19

ABLATOR: Robust Horizontal-Scaling of Machine Learning Ablation Experiments

2023/12/2

Iordanis Fostiropoulos
Iordanis Fostiropoulos

H-Index: 1

Laurent Itti
Laurent Itti

H-Index: 55

World Model Based Sim2Real Transfer for Visual Navigation

arXiv preprint arXiv:2310.18847

2023/10/28

USC-DCT: A Collection of Diverse Classification Tasks

Data

2023/10/12

MetaGen: Assessing Conditions of Generalization

2023/9/21

Iordanis Fostiropoulos
Iordanis Fostiropoulos

H-Index: 1

Laurent Itti
Laurent Itti

H-Index: 55

Beyond generation: Harnessing text to image models for object detection and segmentation

arXiv preprint arXiv:2309.05956

2023/9/12

Probing Reasoning of Language Models with Inductive In-Context Learning

2023/6

Iordanis Fostiropoulos
Iordanis Fostiropoulos

H-Index: 1

Laurent Itti
Laurent Itti

H-Index: 55

Building One-class Detector for Anything: Open-vocabulary Zero-shot OOD Detection Using Text-image Models

arXiv preprint arXiv:2305.17207

2023/5/26

Lightweight learner for shared knowledge lifelong learning

arXiv preprint arXiv:2305.15591

2023/5/24

Reproducibility Requires Consolidated Artifacts

2023/5/15

Iordanis Fostiropoulos
Iordanis Fostiropoulos

H-Index: 1

Laurent Itti
Laurent Itti

H-Index: 55

Trustworthy model evaluation on a budget

2023/4/16

Iordanis Fostiropoulos
Iordanis Fostiropoulos

H-Index: 1

Laurent Itti
Laurent Itti

H-Index: 55

Rapid adaptation of brain–computer interfaces to new neuronal ensembles or participants via generative modelling

Nature biomedical engineering

2023/4

CLR: Channel-wise Lightweight Reprogramming for Continual Learning

2023

Batch model consolidation: A multi-task model consolidation framework

2023

Iordanis Fostiropoulos
Iordanis Fostiropoulos

H-Index: 1

Laurent Itti
Laurent Itti

H-Index: 55

HOOT: Heavy occlusions in object tracking benchmark

2023

Laurent Itti
Laurent Itti

H-Index: 55

See List of Professors in Laurent Itti University(University of Southern California)

Co-Authors

academic-engine