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Articles by Kartikeya Bhardwaj

Rapid Switching and Multi-Adapter Fusion via Sparse High Rank Adapters
22 July 2024 by Kartikeya Bhardwaj and others
Machine Learning
Sparse High Rank Adapters
19 June 2024 by Kartikeya Bhardwaj and others
Machine Learning, Artificial Intelligence
Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities
18 June 2024 by Guihong Li and others
Machine Learning, Computer Vision and Pattern Recognition
FouRA: Fourier Low Rank Adaptation
13 June 2024 by Shubhankar Borse and others
Computer Vision and Pattern Recognition
Oh! We Freeze: Improving Quantized Knowledge Distillation via Signal Propagation Analysis for Large Language Models
28 March 2024 by Kartikeya Bhardwaj and others
Machine Learning, Artificial Intelligence
ZiCo-BC: A Bias Corrected Zero-Shot NAS for Vision Tasks
26 September 2023 by Kartikeya Bhardwaj and others
Computer Vision and Pattern Recognition, Machine Learning
TIPS: Topologically Important Path Sampling for Anytime Neural Networks
19 June 2023 by Guihong Li and others
Machine Learning
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients
1 March 2023 by Guihong Li and others
Machine Learning
Association between COVID-19 Risk-Mitigation Behaviors and Specific Mental Disorders in Youth
24 January 2023 by Ken Conway and others at LogoNational Institute of Mental Health
Psychiatry and Clinical Psychology
Restructurable Activation Networks
7 September 2022 by Kartikeya Bhardwaj and others
Computer Vision and Pattern Recognition, Artificial Intelligence
Insights into the Human Gut Virome by Sampling a Population from the Indian Subcontinent
11 August 2022 by Kunal Bhardwaj and others
Microbiology
Super-Efficient Super Resolution for Fast Adversarial Defense at the Edge
29 December 2021 by Kartikeya Bhardwaj and others
Image and Video Processing, Computer Vision and Pattern Recognition
Collapsible Linear Blocks for Super-Efficient Super Resolution
1 October 2021 by Kartikeya Bhardwaj and others
Image and Video Processing, Computer Vision and Pattern Recognition
FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learning
27 December 2020 by Wei Chen and others
Machine Learning
New Directions in Distributed Deep Learning: Bringing the Network at Forefront of IoT Design
25 August 2020 by Kartikeya Bhardwaj and others
Machine Learning, Computer Vision and Pattern Recognition
Targetable ERBB2 mutation status is an independent marker of adverse prognosis in estrogen receptor positive, ERBB2 non-amplified primary lobular breast carcinoma: a retrospective in silico analysis of public datasets
11 August 2020 by S. Kurozumi and others
Oncology
How Does Topology of Neural Architectures Impact Gradient Propagation and Model Performance?
9 July 2020 by Kartikeya Bhardwaj and others
Machine Learning, Computer Vision and Pattern Recognition
On Network Science and Mutual Information for Explaining Deep Neural Networks
4 May 2020 by Brian Davis and others
Machine Learning
Effect of AC-Stark shift in optical dipole trap on absorption imaging of trapped atoms
12 March 2020 by Kunal Bhardwaj and others
Quantum Physics, Atomic Physics
EdgeAI: A Vision for Deep Learning in IoT Era
23 October 2019 by Kartikeya Bhardwaj and others
Machine Learning, Computer Vision and Pattern Recognition
Memory- and Communication-Aware Model Compression for Distributed Deep Learning Inference on IoT
26 July 2019 by Kartikeya Bhardwaj and others
Machine Learning, Computer Vision and Pattern Recognition
Dream Distillation: A Data-Independent Model Compression Framework
17 May 2019 by Kartikeya Bhardwaj and others
Machine Learning, Computer Vision and Pattern Recognition
Climate Anomalies vs Air Pollution: Carbon Emissions and Anomaly Networks
6 December 2018 by Anshul Goyal and others
Other Computer Science
A Dynamic Network and Representation LearningApproach for Quantifying Economic Growth fromSatellite Imagery
1 December 2018 by Jiqian Dong and others
Social and Information Networks, Machine Learning