Octavia I. Camps

About Octavia I. Camps

Octavia I. Camps, With an exceptional h-index of 37 and a recent h-index of 21 (since 2020), a distinguished researcher at North Eastern University, specializes in the field of Computer Vision, Dynamical Systems, Machine Learning.

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

MagicMirror: Fast and High-Quality Avatar Generation with a Constrained Search Space

Efficient Identification of Error-in-Variables Switched Systems Using a Riemannian Embedding

Solving Masked Jigsaw Puzzles with Diffusion Vision Transformers

Geometry of score based generative models

Divide and Compose with Score Based Generative Models

Inferring Relational Potentials in Interacting Systems

Towards Seamless Egocentric Hand Action Recognition in Mixed Reality

Learning Object-Centric Dynamic Modes from Video and Emerging Properties

Octavia I. Camps Information

University

Position

Professor of Electrical and Computer Engineering

Citations(all)

5960

Citations(since 2020)

2044

Cited By

4912

hIndex(all)

37

hIndex(since 2020)

21

i10Index(all)

81

i10Index(since 2020)

31

Email

University Profile Page

Google Scholar

Octavia I. Camps Skills & Research Interests

Computer Vision

Dynamical Systems

Machine Learning

Top articles of Octavia I. Camps

Title

Journal

Author(s)

Publication Date

MagicMirror: Fast and High-Quality Avatar Generation with a Constrained Search Space

arXiv preprint arXiv:2404.01296

Armand Comas-Massagué

Di Qiu

Menglei Chai

Marcel Bühler

Amit Raj

...

2024/4/1

Efficient Identification of Error-in-Variables Switched Systems Using a Riemannian Embedding

B Ozbay

O Camps

Mario Sznaier

2019/12/11

Solving Masked Jigsaw Puzzles with Diffusion Vision Transformers

arXiv preprint arXiv:2404.07292

Jinyang Liu

Wondmgezahu Teshome

Sandesh Ghimire

Mario Sznaier

Octavia Camps

2024/4/10

Geometry of score based generative models

arXiv preprint arXiv:2302.04411

Sandesh Ghimire

Jinyang Liu

Armand Comas

Davin Hill

Aria Masoomi

...

2023/2/9

Divide and Compose with Score Based Generative Models

arXiv preprint arXiv:2302.02272

Sandesh Ghimire

Armand Comas

Davin Hill

Aria Masoomi

Octavia Camps

...

2023/2/5

Inferring Relational Potentials in Interacting Systems

ICML

Armand Comas

Yilun Du

Christian Fernandez Lopez

Sandesh Ghimire

Mario Sznaier

...

2023/6/15

Towards Seamless Egocentric Hand Action Recognition in Mixed Reality

Sakib Reza

Yuexi Zhang

Octavia Camps

Mohsen Moghaddam

2023/10/16

Learning Object-Centric Dynamic Modes from Video and Emerging Properties

Armand Comas

Christian Fernandez Lopez

Sandesh Ghimire

Haolin Li

Mario Sznaier

...

2023/6/6

Enhancing transformer backbone for egocentric video action segmentation

arXiv preprint arXiv:2305.11365

Sakib Reza

Balaji Sundareshan

Mohsen Moghaddam

Octavia Camps

2023/5/19

Identification of Error-in-Variables Switched Systems using a Riemannian Embedding

IEEE Transactions on Automatic Control

Mario Sznaier

Xikang Zhang

Octavia Camps

2023/5/15

Cross-view Action Recognition via Contrastive View-invariant Representation

arXiv preprint arXiv:2305.01733

Yuexi Zhang

Dan Luo

Balaji Sundareshan

Octavia Camps

Mario Sznaier

2023/5/2

SAIF: Sparse Adversarial and Imperceptible Attack Framework

Tooba Imtiaz

Morgan R Kohler

Jared F Miller

Zifeng Wang

Mario Sznaier

...

2022/12/14

Fast Two-View Motion Segmentation Using Christoffel Polynomials

Bengisu Ozbay

Octavia Camps

Mario Sznaier

2022/10

Dynamics-aware Representation Learning via Multivariate Time Series Transformers

Michael Lynn Potter

Ilkay Yıldız Potter

Mario Sznaier

Octavia Camps

2022/10

Neural Constraint Inference: Inferring Energy Constraints in Interacting Systems

Armand Comas

Yilun Du

Sandesh Ghimire

Christian Fernandez Lopez

Mario Sznaier

...

2022/9/29

Generic Action Start Detection

Yuexi Zhang

Ming Chen

Yikang Li

Jenhao Hsiao

Octavia Camps

...

2022/8/2

Unsupervised representation learning for detecting out of distribution samples in dermoscopy images of eight types of skin lesions

Max Torop

Wenqian Liu

Dana H Brooks

Milind Rajadhyaksha

Jennifer G Dy

...

2022/3/7

Self-supervised decomposition, disentanglement and prediction of video sequences while interpreting dynamics: A Koopman perspective

arXiv preprint arXiv:2110.00547

Armand Comas

Sandesh Ghimire

Haolin Li

Mario Sznaier

Octavia Camps

2021/10/1

Uncertainty and robustness in dynamic vision

Mario Sznaier

Octavia Camps

2021/8/4

Unsupervised approaches for out-of-distribution dermoscopic lesion detection

arXiv preprint arXiv:2111.04807

Max Torop

Sandesh Ghimire

Wenqian Liu

Dana H Brooks

Octavia Camps

...

2021/11/8

See List of Professors in Octavia I. Camps University(North Eastern University)

Co-Authors

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