Hila Chefer
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Multimodal Machine Learning Applications, Explainable Artificial Intelligence (XAI), Topic Modeling, Computer Graphics and Visualization Techniques
Most-Cited Works
- → Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models(2023)333 cited
- → Lumiere: A Space-Time Diffusion Model for Video Generation(2024)93 cited
- → Transformer Interpretability Beyond Attention Visualization(2021)44 cited
- → Image-Based CLIP-Guided Essence Transfer(2022)33 cited
- → No Token Left Behind: Explainability-Aided Image Classification and Generation(2022)21 cited
- → Still-Moving: Customized Video Generation without Customized Video Data(2024)12 cited
- → Optimizing Relevance Maps of Vision Transformers Improves Robustness(2022)11 cited
- → Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers(2021)11 cited
- → Discriminative Class Tokens for Text-to-Image Diffusion Models(2023)8 cited