Pierre Sermanet
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Robot Manipulation and Learning, Human Pose and Action Recognition, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → Going deeper with convolutions(2015)46,326 cited
- → OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks(2013)1,333 cited
- → Pedestrian Detection with Unsupervised Multi-stage Feature Learning(2013)752 cited
- → Traffic sign recognition with multi-scale Convolutional Networks(2011)750 cited
- → Time-Contrastive Networks: Self-Supervised Learning from Video(2018)546 cited
- → Do As I Can, Not As I Say: Grounding Language in Robotic Affordances(2022)512 cited
- Learning Convolutional Feature Hierarchies for Visual Recognition(2010)
- → With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations(2021)365 cited
- → PaLM-E: An Embodied Multimodal Language Model(2023)349 cited