Baidu Research

INTRODUCTION

We are creating and developing a wide spectrum of machine learning algorithms with a focus on deep learning. Our algorithms are integrated in our PaddlePaddle platform supporting over 100 product developments. We are also exploring learning methods to build machines that can learn from their interactions with the environment and humans, instead of making a machine that is sufficient at a predefined set of tasks.

PUBLICATIONS

On the Overlooked Structure of Stochastic Gradients

NeurIPS 2023

Machine Learning and Deep Learning
Context Matters: Cross-domain Cell Detection in Histopathology Images via Contextual Regularization

27th Conference on Medical Image Understanding and Analysis

Machine Learning and Deep Learning
Overcoming Catastrophic Forgetting for Fine-tuning Pre-trained GANs

The 2023 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases

Machine Learning and Deep Learning
LtrGCN: Large-Scale Graph Convolutional Networks-based Learning to Rank for Web Search

The 2023 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases

Machine Learning and Deep Learning