Jurandy Almeida

About Jurandy Almeida

Jurandy Almeida, With an exceptional h-index of 24 and a recent h-index of 15 (since 2020), a distinguished researcher at Universidade Federal de São Paulo, specializes in the field of Databases, Image Processing, Computer Vision, Information Retrieval.

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

Open Set Domain Adaptation Methods in Deep Networks for Image Recognition

Tightening Classification Boundaries in Open Set Domain Adaptation through Unknown Exploitation

Budget-Aware Pruning: Handling Multiple Domains with Less Parameters

CNNs for JPEGs: A Study in Computational Cost

Budget-Aware Pruning for Multi-domain Learning

Productive Crop Field Detection: A New Dataset and Deep Learning Benchmark Results

Weakly supervised learning based on hypergraph manifold ranking

A High-Spatial Resolution Dataset and Few-shot Deep Learning Benchmark for Image Classification

Jurandy Almeida Information

University

Position

Assistant Professor (UNIFESP)

Citations(all)

1956

Citations(since 2020)

785

Cited By

1614

hIndex(all)

24

hIndex(since 2020)

15

i10Index(all)

51

i10Index(since 2020)

23

Email

University Profile Page

Google Scholar

Jurandy Almeida Skills & Research Interests

Databases

Image Processing

Computer Vision

Information Retrieval

Top articles of Jurandy Almeida

Open Set Domain Adaptation Methods in Deep Networks for Image Recognition

2023/11/6

Jurandy Almeida
Jurandy Almeida

H-Index: 15

Tightening Classification Boundaries in Open Set Domain Adaptation through Unknown Exploitation

2023/11/6

Nicu Sebe
Nicu Sebe

H-Index: 63

Jurandy Almeida
Jurandy Almeida

H-Index: 15

Budget-Aware Pruning: Handling Multiple Domains with Less Parameters

arXiv e-prints

2023/9

CNNs for JPEGs: A Study in Computational Cost

arXiv preprint arXiv:2309.11417

2023/9/20

Budget-Aware Pruning for Multi-domain Learning

2023/9/5

Productive Crop Field Detection: A New Dataset and Deep Learning Benchmark Results

IEEE Geoscience and Remote Sensing Letters

2023/7/17

Jurandy Almeida
Jurandy Almeida

H-Index: 15

Tiago Almeida
Tiago Almeida

H-Index: 2

Weakly supervised learning based on hypergraph manifold ranking

Journal of Visual Communication and Image Representation

2022/11/1

A High-Spatial Resolution Dataset and Few-shot Deep Learning Benchmark for Image Classification

2022/10/24

Samuel Felipe Dos Santos
Samuel Felipe Dos Santos

H-Index: 2

Jurandy Almeida
Jurandy Almeida

H-Index: 15

Mixup-Based Deep Metric Learning Approaches for Incomplete Supervision

2022

Jurandy Almeida
Jurandy Almeida

H-Index: 15

Low-budget label query through domain alignment enforcement

Computer Vision and Image Understanding

2022/9/1

From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks

2021/12/5

Mateus Roder
Mateus Roder

H-Index: 1

Jurandy Almeida
Jurandy Almeida

H-Index: 15

Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers

2021/10/18

Jurandy Almeida
Jurandy Almeida

H-Index: 15

Representation Learning for Image Retrieval through 3D CNN and Manifold Ranking

2021/10/18

Less is more: Accelerating faster neural networks straight from jpeg

2021/5/10

Samuel Felipe Dos Santos
Samuel Felipe Dos Santos

H-Index: 2

Jurandy Almeida
Jurandy Almeida

H-Index: 15

Deep Learning in Beyond 5G Networks with Image-based Time-Series Representation

arXiv preprint arXiv:2104.08584

2021/4/17

Bruno Yuji Lino Kimura
Bruno Yuji Lino Kimura

H-Index: 7

Jurandy Almeida
Jurandy Almeida

H-Index: 15

Integrating time and space in tropical phenology to track climate change

AGU Fall Meeting Abstracts

2020/12

Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain

2020/11/7

Samuel Felipe Dos Santos
Samuel Felipe Dos Santos

H-Index: 2

Jurandy Almeida
Jurandy Almeida

H-Index: 15

Adaptação de Domínio usando Camadas de Alinhamento de Domínio com Várias Fontes

2020/11/7

Jurandy Almeida
Jurandy Almeida

H-Index: 15

The Good, The Bad, and The Ugly: Neural Networks Straight From JPEG

2020/10/25

MS-DIAL: Multi-Source Domain Alignment Layers for Unsupervised Domain Adaptation

2020/10/7

Jurandy Almeida
Jurandy Almeida

H-Index: 15

See List of Professors in Jurandy Almeida University(Universidade Federal de São Paulo)

Co-Authors

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