Soham De
Publications by Year
Research Areas
Advanced Neural Network Applications, Stochastic Gradient Optimization Techniques, Social Media and Politics, Domain Adaptation and Few-Shot Learning, Misinformation and Its Impacts
Most-Cited Works
- → High-Performance Large-Scale Image Recognition Without Normalization(2021)256 cited
- → Gemma: Open Models Based on Gemini Research and Technology(2024)220 cited
- → The loosening of American culture over 200 years is associated with a creativity–order trade-off(2019)129 cited
- Adversarial Robustness through Local Linearization(2019)
- → Training Quantized Nets: A Deeper Understanding(2017)94 cited
- → Convergence guarantees for RMSProp and ADAM in non-convex optimization and an empirical comparison to Nesterov acceleration(2018)82 cited
- → Batch Normalization Biases Residual Blocks Towards the Identity Function in Deep Networks(2020)63 cited
- Automated Inference with Adaptive Batches(2017)