Anshul Thakur

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 36

Top Topics

Feature Representations

Activity Detection

Electronic Health Records

Top Venues

Publications

Soheila Molaei, Nima Ghanbari Bousejin, Ghadeer O. Ghosheh, Anshul Thakur, Vinod Kumar Chauhan, Tingting Zhu, David A. Clifton
CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks. J. Heal. Informatics Res. 8 (3) (2024)
Vinod Kumar Chauhan, Anshul Thakur, Odhran O'Donoghue, Omid Rohanian, Soheila Molaei, David A. Clifton
Continuous patient state attention model for addressing irregularity in electronic health records. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Shantanu Singh Baliyan, Anshul Thakur, Laxmeesha Somappa
On-chip Data Compression Techniques for High-Density Implantable Neural Recording. ISCAS (2024)
Anshul Thakur, Vinayak Abrol, Pulkit Sharma, Tingting Zhu, David A. Clifton
Incremental Trainable Parameter Selection in Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Soheila Molaei, Anshul Thakur, Ghazaleh Niknam, Andrew A. S. Soltan, Hadi Zare, David A. Clifton
Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks. AISTATS (2024)
Vinod Kumar Chauhan, Soheila Molaei, Marzia Hoque Tania, Anshul Thakur, Tingting Zhu, David A. Clifton
Adversarial De-confounding in Individualised Treatment Effects Estimation. AISTATS (2023)
Alexey Youssef, Michael Pencina, Anshul Thakur, Tingting Zhu, David A. Clifton, Nigam H. Shah
All models are local: time to replace external validation with recurrent local validation. CoRR (2023)
Anshul Thakur, Tingting Zhu, Vinayak Abrol, Jacob Armstrong, Yujiang Wang, David A. Clifton
Data Encoding For Healthcare Data Democratisation and Information Leakage Prevention. CoRR (2023)
Yujiang Wang, Anshul Thakur, Mingzhi Dong, Pingchuan Ma, Stavros Petridis, Li Shang, Tingting Zhu, David A. Clifton
Is dataset condensation a silver bullet for healthcare data sharing? CoRR (2023)
Anshul Thakur, Jacob Armstrong, Alexey Youssef, David W. Eyre, David A. Clifton
Self-Aware SGD: Reliable Incremental Adaptation Framework for Clinical AI Models. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Vinod Kumar Chauhan, Anshul Thakur, Odhran O'Donoghue, David A. Clifton
COPER: Continuous Patient State Perceiver. BHI (2022)
Anshul Thakur, Vinayak Abrol, Pulkit Sharma
Does Geometric Structure in Convolutional Filter Space Provide Filter Redundancy Information? NeurReps (2022)
Vinod Kumar Chauhan, Soheila Molaei, Marzia Hoque Tania, Anshul Thakur, Tingting Zhu, David A. Clifton
Adversarial De-confounding in Individualised Treatment Effects Estimation. CoRR (2022)
Anshul Thakur, Pulkit Sharma, David A. Clifton
Dynamic Neural Graphs Based Federated Reptile for Semi-Supervised Multi-Tasking in Healthcare Applications. IEEE J. Biomed. Health Informatics 26 (4) (2022)
Vinod Kumar Chauhan, Anshul Thakur, Odhran O'Donoghue, David A. Clifton
COPER: Continuous Patient State Perceiver. CoRR (2022)
Anshul Thakur, Swades De
On Deploying Secondary Networks in Co-Channel Bands with DTV Networks. IEEE Trans. Veh. Technol. 71 (7) (2022)
Krati Gupta, Anshul Thakur, Michael H. Goldbaum, Siamak Yousefi
Glaucoma Precognition: Recognizing Preclinical Visual Functional Signs of Glaucoma. CVPR Workshops (2020)
Anshul Thakur, Swades De, Gabriel-Miro Muntean
Co-Channel Secondary Deployment Over DTV Bands Using Reconfigurable Radios. IEEE Trans. Veh. Technol. 69 (10) (2020)
Anshul Thakur, Pulkit Sharma, Vinayak Abrol, Padmanabhan Rajan
Conv-codes: Audio Hashing For Bird Species Classification. CoRR (2019)
Anshul Thakur, Padmanabhan Rajan
Directional Embedding Based Semi-supervised Framework For Bird Vocalization Segmentation. CoRR (2019)
Anshul Thakur, Daksh Thapar, Padmanabhan Rajan, Aditya Nigam
Multiscale CNN based Deep Metric Learning for Bioacoustic Classification: Overcoming Training Data Scarcity Using Dynamic Triplet Loss. CoRR (2019)
Anshul Thakur, Swades De, Gabriel-Miro Muntean
Interference-Aware Co-Channel Transmission Over DTV Bands via Partial Frequency and Time Overlaps. ICC (2019)
Anshul Thakur, Pulkit Sharma, Vinayak Abrol, Padmanabhan Rajan
CONV-codes: Audio Hashing for Bird Species Classification. ICASSP (2019)
Anshul Thakur, Padmanabhan Rajan
Deep Archetypal Analysis Based Intermediate Matching Kernel for Bioacoustic Classification. IEEE J. Sel. Top. Signal Process. 13 (2) (2019)
Arshdeep Singh, Anshul Thakur, Padmanabhan Rajan
APE: Archetypal-Prototypal Embeddings for Audio Classification. MLSP (2018)
Anshul Thakur, Vinayak Abrol, Pulkit Sharma, Padmanabhan Rajan
Compressed Convex Spectral Embedding for Bird Species Classification. ICASSP (2018)
Arjun Pankajakshan, Anshul Thakur, Daksh Thapar, Padmanabhan Rajan, Aditya Nigam
All-Conv Net for Bird Activity Detection: Significance of Learned Pooling. INTERSPEECH (2018)
Pulkit Sharma, Vinayak Abrol, Anshul Thakur
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM. INTERSPEECH (2018)
Anshul Thakur, Vinayak Abrol, Pulkit Sharma, Padmanabhan Rajan
Deep Convex Representations: Feature Representations for Bioacoustics Classification. INTERSPEECH (2018)
Arshdeep Singh, Anshul Thakur, Padmanabhan Rajan, Arnav Bhavsar
A Layer-wise Score Level Ensemble Framework for Acoustic Scene Classification. EUSIPCO (2018)
Anshul Thakur, Arshdeep Singh, Padmanabhan Rajan
Convex likelihood alignments for bioacoustic Classification. MLSP (2018)
Anshul Thakur, Vinayak Abrol, Pulkit Sharma, Padmanabhan Rajan
Rényi entropy based mutual information for semi-supervised bird vocalization segmentation. MLSP (2017)
Anshul Thakur, R. Jyothi, Padmanabhan Rajan, Aroor Dinesh Dileep
Rapid bird activity detection using probabilistic sequence kernels. EUSIPCO (2017)
Anshul Thakur, Padmanabhan Rajan
Unsupervised birdcall activity detection using source and system features. NCC (2017)
Vinayak Abrol, Pulkit Sharma, Anshul Thakur, Padmanabhan Rajan, Aroor Dinesh Dileep, Anil Kumar Sao
Archetypal analysis based sparse convex sequence kernel for bird activity detection. EUSIPCO (2017)
Anshul Thakur, Padmanabhan Rajan
Model-based unsupervised segmentation of birdcalls from field recordings. ICSPCS (2016)
Shailendra Singh, Anshul Thakur, Dharam Vir
Automatic articulation error detection tool for Punjabi language with aid for hearing impaired people. Int. J. Speech Technol. 18 (2) (2015)