Shiv Ram Dubey

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 113

Top Venues

Publications

Satya Rajendra Singh, Shiv Ram Dubey, Shruthi MS, Sairathan Ventrapragada, Saivamshi Salla Dasharatha
Joint Triplet Autoencoder for histopathological colon cancer nuclei retrieval. Multim. Tools Appl. 83 (1) (2024)
Ayush Dubey, Shiv Ram Dubey, Satish Kumar Singh, Wei-Ta Chu
Transformer-based Clipped Contrastive Quantization Learning for Unsupervised Image Retrieval. CoRR (2024)
S. H. Shabbeer Basha, Mohammad Farazuddin, Viswanath Pulabaigari, Shiv Ram Dubey, Snehasis Mukherjee
Deep Model Compression based on the Training History. Neurocomputing 573 (2024)
Shyam Varahagiri, Aryaman Sinha, Shiv Ram Dubey, Satish Kumar Singh
3D-Convolution Guided Spectral-Spatial Transformer for Hyperspectral Image Classification. CoRR (2024)
Satya Rajendra Singh, Roshan Reddy Yedla, Shiv Ram Dubey, Rakesh Kumar Sanodiya, Wei-Ta Chu
Frequency disentangled residual network. Multim. Syst. 30 (1) (2024)
Trinetra Devkatte, Shiv Ram Dubey, Satish Kumar Singh, Abdenour Hadid
Face to Cartoon Incremental Super-Resolution using Knowledge Distillation. CoRR (2024)
S. H. Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, Shiv Ram Dubey
Target aware network architecture search and compression for efficient knowledge transfer. Multim. Syst. 30 (2) (2024)
Laxman Kumarapu, Shiv Ram Dubey, Snehasis Mukherjee, Parkhi Mohan, Sree Pragna Vinnakoti, Subhash Karthikeya
WSD: Wild Selfie Dataset for Face Recognition in Selfie Images. CVIP (1) (2023)
Nand Kumar Yadav, Satish Kumar Singh, Shiv Ram Dubey
TVA-GAN: attention guided generative adversarial network for thermal to visible image transformations. Neural Comput. Appl. 35 (27) (2023)
Neeraj Baghel, Shiv Ram Dubey, Satish Kumar Singh
PTSR: Patch Translator for Image Super-Resolution. CoRR (2023)
Neeraj Baghel, Shiv Ram Dubey, Satish Kumar Singh
SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network. CoRR (2023)
Shiv Ram Dubey, S. H. Shabbeer Basha, Satish Kumar Singh, Bidyut Baran Chaudhuri
AdaInject: Injection-Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks. IEEE Trans. Artif. Intell. 4 (6) (2023)
Laxman Kumarapu, Shiv Ram Dubey, Snehasis Mukherjee, Parkhi Mohan, Sree Pragna Vinnakoti, Subhash Karthikeya
WSD: Wild Selfie Dataset for Face Recognition in Selfie Images. CoRR (2023)
Ching-Ching Yang, Wei-Ta Chu, Shiv Ram Dubey
Weakly-Supervised Deep Image Hashing based on Cross-Modal Transformer. MVA (2023)
Shiv Ram Dubey, Satish Kumar Singh
Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey. CoRR (2023)
Shiv Ram Dubey, Satish Kumar Singh, Bidyut Baran Chaudhuri
AdaNorm: Adaptive Gradient Norm Correction based Optimizer for CNNs. WACV (2023)
Haresh Kumar Kotadiya, Satish Kumar Singh, Shiv Ram Dubey, Nand Kumar Yadav
DCT-SwinGAN: Leveraging DCT and Swin Transformer for Face Synthesis from Sketch and Thermal Domains. CVIP (2) (2023)
Naveen Kumar Karnam, Anish Chand Turlapaty, Shiv Ram Dubey, Balakrishna Gokaraju
EMAHA-DB1: A New Upper Limb sEMG Dataset for Classification of Activities of Daily Living. IEEE Trans. Instrum. Meas. 72 (2023)
Bytasandram Yaswanth Reddy, Shiv Ram Dubey, Rakesh Kumar Sanodiya, Ravi Ranjan Prasad Karn
Context Unaware Knowledge Distillation for Image Retrieval. CoRR (2022)
C. H. Sarvani, Mrinmoy Ghorai, Shiv Ram Dubey, S. H. Shabbeer Basha
HRel: Filter pruning based on High Relevance between activation maps and class labels. Neural Networks 147 (2022)
Nand Kumar Yadav, Satish Kumar Singh, Shiv Ram Dubey
MobileAR-GAN: MobileNet-Based Efficient Attentive Recurrent Generative Adversarial Network for Infrared-to-Visual Transformations. IEEE Trans. Instrum. Meas. 71 (2022)
C. H. Sarvani, Shiv Ram Dubey, Mrinmoy Ghorai
UFKT: Unimportant filters knowledge transfer for CNN pruning. Neurocomputing 514 (2022)
Shiv Ram Dubey, Satish Kumar Singh, Wei-Ta Chu
Vision Transformer Hashing for Image Retrieval. ICME (2022)
Nand Kumar Yadav, Satish Kumar Singh, Shiv Ram Dubey
CSA-GAN: Cyclic synthesized attention guided generative adversarial network for face synthesis. Appl. Intell. 52 (11) (2022)
Shiv Ram Dubey, Satish Kumar Singh, Bidyut Baran Chaudhuri
Activation functions in deep learning: A comprehensive survey and benchmark. Neurocomputing 503 (2022)
Sumanth Sadu, Shiv Ram Dubey, S. R. Sreeja
Moment Centralization based Gradient Descent Optimizers for Convolutional Neural Networks. CoRR (2022)
S. H. Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, Shiv Ram Dubey
Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer. CoRR (2022)
Bytasandram Yaswanth Reddy, Shiv Ram Dubey, Rakesh Kumar Sanodiya, Ravi Ranjan Prasad Karn
Context Unaware Knowledge Distillation for Image Retrieval. CVMI (2022)
Sumanth Sadu, Shiv Ram Dubey, S. R. Sreeja
Moment Centralization-Based Gradient Descent Optimizers for Convolutional Neural Networks. CVMI (2022)
Swalpa Kumar Roy, Juan Mario Haut, Mercedes Eugenia Paoletti, Shiv Ram Dubey, Antonio Plaza
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shiv Ram Dubey, Satish Kumar Singh, Bidyut Baran Chaudhuri
AdaNorm: Adaptive Gradient Norm Correction based Optimizer for CNNs. CoRR (2022)
Swalpa Kumar Roy, Suvojit Manna, Shiv Ram Dubey, Bidyut Baran Chaudhuri
LiSHT: Non-parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks. CVIP (1) (2022)
Priyank Makwana, Satish Kumar Singh, Shiv Ram Dubey
Resolution Invariant Face Recognition. CVMI (2022)
Bulla Rajesh, Nandakishore Dusa, Mohammed Javed, Shiv Ram Dubey, P. Nagabhushan
T2CI-GAN: Text to Compressed Image Generation Using Generative Adversarial Network. CVIP (2) (2022)
Bulla Rajesh, Nandakishore Dusa, Mohammed Javed, Shiv Ram Dubey, P. Nagabhushan
T2CI-GAN: Text to Compressed Image generation using Generative Adversarial Network. CoRR (2022)
Shiv Ram Dubey
A Decade Survey of Content Based Image Retrieval Using Deep Learning. IEEE Trans. Circuits Syst. Video Technol. 32 (5) (2022)
C. H. Sarvani, Mrinmoy Ghorai, Shiv Ram Dubey, S. H. Shabbeer Basha
HRel: Filter Pruning based on High Relevance between Activation Maps and Class Labels. CoRR (2022)
Akhilesh Kumar, Satish Kumar Singh, Shiv Ram Dubey
Target Detection Using Transformer: A Study Using DETR. CVMI (2022)
Kancharagunta Kishan Babu, Shiv Ram Dubey
CDGAN: Cyclic Discriminative Generative Adversarial Networks for image-to-image transformation. J. Vis. Commun. Image Represent. 82 (2022)
Kumarapu Laxman, Shiv Ram Dubey, Baddam Kalyan, Satya Raj Vineel Kojjarapu
Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net. CoRR (2021)
Kancharagunta Kishan Babu, Shiv Ram Dubey
CSGAN: Cyclic-Synthesized Generative Adversarial Networks for image-to-image transformation. Expert Syst. Appl. 169 (2021)
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Viswanath Pulabaigari, Snehasis Mukherjee, Shiv Ram Dubey
AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning. Neural Networks 133 (2021)
Anirudh Ambati, Shiv Ram Dubey
AC-CovidNet: Attention Guided Contrastive CNN for Recognition of Covid-19 in Chest X-Ray Images. CoRR (2021)
Anirudh Ambati, Shiv Ram Dubey
AC-CovidNet: Attention Guided Contrastive CNN for Recognition of Covid-19 in Chest X-Ray Images. CVIP (1) (2021)
Shiv Ram Dubey, S. H. Shabbeer Basha, Satish Kumar Singh, Bidyut Baran Chaudhuri
Curvature Injected Adaptive Momentum Optimizer for Convolutional Neural Networks. CoRR (2021)
Naveen Kumar Karnam, Anish Chand Turlapaty, Shiv Ram Dubey, Balakrishna Gokaraju
Classification of sEMG signals of hand gestures based on energy features. Biomed. Signal Process. Control. 70 (2021)
Satya Rajendra Singh, Shiv Ram Dubey, Shruthi MS, Sairathan Ventrapragada, Saivamshi Salla Dasharatha
Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval. CoRR (2021)
Swalpa Kumar Roy, Mercedes Eugenia Paoletti, Juan Mario Haut, Shiv Ram Dubey, Purbayan Kar, Antonio Plaza, Bidyut B. Chaudhuri
AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks. CoRR (2021)
Kumarapu Laxman, Shiv Ram Dubey, Baddam Kalyan, Satya Raj Vineel Kojjarapu
Efficient High-Resolution Image-to-Image Translation Using Multi-Scale Gradient U-Net. CVIP (1) (2021)
Gajjala Viswanatha Reddy, Sai Prasanna Teja Reddy, Snehasis Mukherjee, Shiv Ram Dubey
MERANet: facial micro-expression recognition using 3D residual attention network. ICVGIP (2021)
Satya Rajendra Singh, Roshan Reddy Yedla, Shiv Ram Dubey, Rakesh Sanodiya, Wei-Ta Chu
Frequency Disentangled Residual Network. CoRR (2021)
Shiv Ram Dubey, Soumendu Chakraborty
Average biased ReLU based CNN descriptor for improved face retrieval. Multim. Tools Appl. 80 (15) (2021)
Balaram Singh Kshatriya, Shiv Ram Dubey, Himangshu Sarma, Kunal Chaudhary, Meva Ram Gurjar, Rahul Rai, Sunny Manchanda
Semantic Map Injected GAN Training for Image-to-Image Translation. CoRR (2021)
S. H. Shabbeer Basha, Mohammad Farazuddin, Viswanath Pulabaigari, Shiv Ram Dubey, Snehasis Mukherjee
Deep Model Compression based on the Training History. CoRR (2021)
Shiv Ram Dubey, Satish Kumar Singh, Wei-Ta Chu
Vision Transformer Hashing for Image Retrieval. CoRR (2021)
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
AutoFCL: automatically tuning fully connected layers for handling small dataset. Neural Comput. Appl. 33 (13) (2021)
Shiv Ram Dubey, Satish Kumar Singh, Bidyut Baran Chaudhuri
A Comprehensive Survey and Performance Analysis of Activation Functions in Deep Learning. CoRR (2021)
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Viswanath Pulabaigari, Snehasis Mukherjee, Shiv Ram Dubey
AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning. CoRR (2020)
Shiv Ram Dubey, Soumendu Chakraborty, Swalpa Kumar Roy, Snehasis Mukherjee, Satish Kumar Singh, Bidyut Baran Chaudhuri
diffGrad: An Optimization Method for Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
AutoFCL: Automatically Tuning Fully Connected Layers for Transfer Learning. CoRR (2020)
Roshan Reddy Yedla, Shiv Ram Dubey
On the Performance of Convolutional Neural Networks under High and Low Frequency Information. CoRR (2020)
Jayendra Kantipudi, Shiv Ram Dubey, Soumendu Chakraborty
Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks. CoRR (2020)
S. H. Shabbeer Basha, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
Impact of fully connected layers on performance of convolutional neural networks for image classification. Neurocomputing 378 (2020)
Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey, Snehasis Mukherjee
Visual Question Answering Using Deep Learning: A Survey and Performance Analysis. CVIP (2) (2020)
Swalpa Kumar Roy, Gopal Krishna, Shiv Ram Dubey, Bidyut B. Chaudhuri
HybridSN: Exploring 3-D-2-D CNN Feature Hierarchy for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17 (2) (2020)
Kancharagunta Kishan Babu, Shiv Ram Dubey
CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation. CoRR (2020)
Swalpa Kumar Roy, Dipak Kumar Ghosh, Shiv Ram Dubey, Siddhartha Bhattacharyya, Bidyut B. Chaudhuri
Unconstrained texture classification using efficient jet texton learning. Appl. Soft Comput. 86 (2020)
Swalpa Kumar Roy, Shiv Ram Dubey, Subhrasankar Chatterjee, Bidyut Baran Chaudhuri
FuSENet: fused squeeze-and-excitation network for spectral-spatial hyperspectral image classification. IET Image Process. 14 (8) (2020)
Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut B. Chaudhuri, Dipak Kumar Ghosh, Shiv Ram Dubey
Local jet pattern: a robust descriptor for texture classification. Multim. Tools Appl. 79 (7-8) (2020)
Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey
Hard-Mining Loss Based Convolutional Neural Network for Face Recognition. CVIP (3) (2020)
Shiv Ram Dubey, Snehasis Mukherjee
LDOP: local directional order pattern for robust face retrieval. Multim. Tools Appl. 79 (9-10) (2020)
Kancharagunta Kishan Babu, Shiv Ram Dubey
PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation. CoRR (2020)
Shiv Ram Dubey
A Decade Survey of Content Based Image Retrieval using Deep Learning. CoRR (2020)
Jayendra Kantipudi, Shiv Ram Dubey, Soumendu Chakraborty
Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks. IEEE Trans. Artif. Intell. 1 (2) (2020)
Gajjala Viswanatha Reddy, Sai Prasanna Teja Reddy, Snehasis Mukherjee, Shiv Ram Dubey
MERANet: Facial Micro-Expression Recognition using 3D Residual Attention Network. CoRR (2020)
Kancharagunta Kishan Babu, Shiv Ram Dubey
PCSGAN: Perceptual cyclic-synthesized generative adversarial networks for thermal and NIR to visible image transformation. Neurocomputing 413 (2020)
Roshan Reddy Yedla, Shiv Ram Dubey
On the Performance of Convolutional Neural Networks Under High and Low Frequency Information. CVIP (3) (2020)
Shiv Ram Dubey, Swalpa Kumar Roy, Soumendu Chakraborty, Snehasis Mukherjee, Bidyut Baran Chaudhuri
Local bit-plane decoded convolutional neural network features for biomedical image retrieval. Neural Comput. Appl. 32 (11) (2020)
Kancharagunta Kishan Babu, Shiv Ram Dubey
CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation. CoRR (2019)
Shiv Ram Dubey
Local directional relation pattern for unconstrained and robust face retrieval. Multim. Tools Appl. 78 (19) (2019)
Sai Prasanna Teja Reddy, Surya Teja Karri, Shiv Ram Dubey, Snehasis Mukherjee
Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks. IJCNN (2019)
Vamshi Krishna Repala, Shiv Ram Dubey
Dual CNN Models for Unsupervised Monocular Depth Estimation. PReMI (1) (2019)
Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey, Snehasis Mukherjee
Visual Question Answering using Deep Learning: A Survey and Performance Analysis. CoRR (2019)
Shiv Ram Dubey
Face retrieval using frequency decoded local descriptor. Multim. Tools Appl. 78 (12) (2019)
Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey
PSNet: Parametric Sigmoid Norm Based CNN for Face Recognition. CoRR (2019)
Chaitanya Nagpal, Shiv Ram Dubey
A Performance Evaluation of Convolutional Neural Networks for Face Anti Spoofing. IJCNN (2019)
Swalpa Kumar Roy, Suvojit Manna, Shiv Ram Dubey, Bidyut B. Chaudhuri
LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks. CoRR (2019)
Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey
A Performance Comparison of Loss Functions for Deep Face Recognition. CoRR (2019)
Sai Prasanna Teja Reddy, Surya Teja Karri, Shiv Ram Dubey, Snehasis Mukherjee
Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks. CoRR (2019)
Shiv Ram Dubey, Soumendu Chakraborty, Swalpa Kumar Roy, Snehasis Mukherjee, Satish Kumar Singh, Bidyut Baran Chaudhuri
diffGrad: An Optimization Method for Convolutional Neural Networks. CoRR (2019)
Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey
Hard-Mining Loss based Convolutional Neural Network for Face Recognition. CoRR (2019)
Swalpa Kumar Roy, Gopal Krishna, Shiv Ram Dubey, Bidyut B. Chaudhuri
HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification. CoRR (2019)
Abhishek Singh, Anubhav Garg, Jinan Zhou, Shiv Ram Dubey, Debo Dutta
NASIB: Neural Architecture Search withIn Budget. CoRR (2019)
S. H. Shabbeer Basha, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image Classification. CoRR (2019)
Shiv Ram Dubey, Snehasis Mukherjee
A Multi-Face Challenging Dataset for Robust Face Recognition. CoRR (2018)
S. H. Shabbeer Basha, Soumen Ghosh, Kancharagunta Kishan Babu, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification. ICARCV (2018)
Chaitanya Nagpal, Shiv Ram Dubey
A Performance Evaluation of Convolutional Neural Networks for Face Anti Spoofing. CoRR (2018)
S. H. Shabbeer Basha, Soumen Ghosh, Kancharagunta Kishan Babu, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification. CoRR (2018)
Swalpa Kumar Roy, Shiv Ram Dubey, Bhabatosh Chanda, Bidyut B. Chaudhuri, Dipak Kumar Ghosh
TexFusionNet: An Ensemble of Deep CNN Feature for Texture Classification. CVIP (2) (2018)
Shiv Ram Dubey, Snehasis Mukherjee
LDOP: Local Directional Order Pattern for Robust Face Retrieval. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shiv Ram Dubey