Fartash Faghri
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Multimodal Machine Learning Applications, Advanced Image and Video Retrieval Techniques, Adversarial Robustness in Machine Learning
Most-Cited Works
- → VSE++: Improving Visual-Semantic Embeddings with Hard Negatives(2017)579 cited
- → Technical Report on the CleverHans v2.1.0 Adversarial Examples Library(2016)404 cited
- VSE++: Improving Visual-Semantic Embeddings with Hard Negatives.(2018)
- VSE++: Improved Visual-Semantic Embeddings.(2017)
- → SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding(2024)71 cited
- → Adversarial Manipulation of Deep Representations(2015)67 cited
- → Adversarial Spheres(2018)47 cited
- → Adaptive Gradient Quantization for Data-Parallel SGD(2020)29 cited
- → MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training(2024)27 cited
- NUQSGD: Improved Communication Efficiency for Data-parallel SGD via Nonuniform Quantization.(2019)