Rim Assouel
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Protein Structure and Dynamics, Parallel Computing and Optimization Techniques, Computational Drug Discovery Methods
Most-Cited Works
- → DEFactor: Differentiable Edge Factorization-based Probabilistic Graph Generation(2018)56 cited
- → An Introduction to Vision-Language Modeling(2024)33 cited
- → OC-NMN: Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning(2023)
- The Unsolved Challenges of LLMs as Generalist Web Agents: A Case Study(2023)
- → Action abstractions for amortized sampling(2024)
- → Object-centric Binding in Contrastive Language-Image Pretraining(2025)
- → Entity-centric representations in deep learning(2020)
- → Image-to-image Mapping with Many Domains by Sparse Attribute Transfer(2020)
- SPECTRA: Sparse Entity-centric Transitions(2019)