Emanuel Ben-Baruch
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Text and Document Classification Technologies, Advanced Image and Video Retrieval Techniques, Advanced Neural Network Applications, Machine Learning and Data Classification
Most-Cited Works
- → Asymmetric Loss For Multi-Label Classification(2021)546 cited
- → ML-Decoder: Scalable and Versatile Classification Head(2023)95 cited
- → Multi-label Classification with Partial Annotations using Class-aware Selective Loss(2022)42 cited
- → Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results(2022)5 cited
- → ImageNet-21K Pretraining for the Masses(2021)4 cited
- → It's All in the Head: Representation Knowledge Distillation through Classifier Sharing(2022)3 cited
- → LV-MAE: Learning Long Video Representations through Masked-Embedding Autoencoders(2025)1 cited
- Scene-VLM: Multimodal Video Scene Segmentation via Vision-Language Models(2025)