Rajib Rana

About Rajib Rana

Rajib Rana, With an exceptional h-index of 31 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Southern Queensland, specializes in the field of Deep Learning Neural Networks, Representation Learning, Unsupervised Learning, Reinforcement.

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

A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition

emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition

Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation

HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting

Improving Speech Emotion Recognition Performance using Differentiable Architecture Search

Natural language processing in electronic health records in relation to healthcare decision-making: a systematic review

Improving the domain adaptation of retrieval augmented generation (RAG) models for open domain question answering

A Novel Employability Embedding Framework for Three-Year Bachelor's Programs.

Rajib Rana Information

University

Position

Associate Professor

Citations(all)

3708

Citations(since 2020)

2243

Cited By

2219

hIndex(all)

31

hIndex(since 2020)

25

i10Index(all)

50

i10Index(since 2020)

40

Email

University Profile Page

Google Scholar

Rajib Rana Skills & Research Interests

Deep Learning Neural Networks

Representation Learning

Unsupervised Learning

Reinforcement

Top articles of Rajib Rana

A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition

arXiv preprint arXiv:2403.14318

2024/3/21

emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition

arXiv preprint arXiv:2403.14083

2024/3/21

Rajib Rana
Rajib Rana

H-Index: 20

Berrak Sisman
Berrak Sisman

H-Index: 12

Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation

arXiv preprint arXiv:2310.04703

2023/10/7

Jagath C Rajapakse
Jagath C Rajapakse

H-Index: 26

Rajib Rana
Rajib Rana

H-Index: 20

HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting

Mathematics

2023/9/18

Improving Speech Emotion Recognition Performance using Differentiable Architecture Search

arXiv preprint arXiv:2305.14402

2023/5/23

Natural language processing in electronic health records in relation to healthcare decision-making: a systematic review

2023/3/1

Improving the domain adaptation of retrieval augmented generation (RAG) models for open domain question answering

Transactions of the Association for Computational Linguistics

2023/1/12

Elliott Wen
Elliott Wen

H-Index: 8

Rajib Rana
Rajib Rana

H-Index: 20

A Novel Employability Embedding Framework for Three-Year Bachelor's Programs.

Journal of Teaching and Learning for Graduate Employability

2023

Rajib Rana
Rajib Rana

H-Index: 20

Linda Galligan
Linda Galligan

H-Index: 11

A novel policy for pre-trained deep reinforcement learning for speech emotion recognition

2022/2/14

Rajib Rana
Rajib Rana

H-Index: 20

Jiajun Liu
Jiajun Liu

H-Index: 1

Sigrep: Toward robust wearable emotion recognition with contrastive representation learning

IEEE Access

2022/2/7

Speech synthesis with mixed emotions

IEEE Transactions on Affective Computing

2023/12

Ai-based emotion recognition: Promise, peril, and prescriptions for prosocial path

arXiv preprint arXiv:2211.07290

2022/11/14

Multitask learning from augmented auxiliary data for improving speech emotion recognition

IEEE Transactions on Affective Computing

2022/7/22

Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition

arXiv preprint arXiv:2207.12248

2022/7/7

Rajib Rana
Rajib Rana

H-Index: 20

Emotion intensity and its control for emotional voice conversion

IEEE Transactions on Affective Computing

2023

Self supervised adversarial domain adaptation for cross-corpus and cross-language speech emotion recognition

IEEE Transactions on Affective Computing

2022/4/13

Survey of deep representation learning for speech emotion recognition

IEEE Transactions on Affective Computing

2021/9/21

Guided generative adversarial neural network for representation learning and audio generation using fewer labelled audio data

IEEE/ACM Transactions on Audio, Speech, and Language Processing

2021/7/21

High-fidelity audio generation and representation learning with guided adversarial autoencoder

IEEE Access

2020/11/26

Kazi Nazmul Haque
Kazi Nazmul Haque

H-Index: 2

Rajib Rana
Rajib Rana

H-Index: 20

Deep reinforcement learning with pre-training for time-efficient training of automatic speech recognition

arXiv preprint arXiv:2005.11172

2020/5/21

Siddique Latif
Siddique Latif

H-Index: 18

Rajib Rana
Rajib Rana

H-Index: 20

See List of Professors in Rajib Rana University(University of Southern Queensland)

Co-Authors

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