Vineeth N Balasubramanian
Microsoft Research (India)(IN)Indian Institute of Technology Hyderabad(IN)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Multimodal Machine Learning Applications, Adversarial Robustness in Machine Learning, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks(2018)2,887 cited
- → Towards Open World Object Detection(2021)498 cited
- → Biased Manifold Embedding: A Framework for Person-Independent Head Pose Estimation(2007)171 cited
- Conformal Prediction for Reliable Machine Learning: Theory, Adaptations and Applications(2014)
- → Borrow From Anywhere: Pseudo Multi-Modal Object Detection in Thermal Imagery(2019)152 cited
- → VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results(2019)133 cited
- → Deep Model Compression: Distilling Knowledge from Noisy Teachers(2016)99 cited