4 citations · 14 across the 21 of their papers we have counts for
3 papers · 1 filter
Metro-WM: Long-Horizon Latent Planning with Realisable Sub-Goals
Royson Lee, Fady Rezk, Titouan Parcollet +2
Model-predictive control with Joint-Embedding Predictive Architectures (JEPAs) provides a strong zero-shot goal-reaching planner, but it is only effective over short planning horiz…
Learning to Reason About Implicit Multimodal Harm: From Diagnosis to Generalization
Anisha Saha, Varsha Suresh, Teodora Kamova +3
A benign image paired with a benign caption can become harmful only in combination, making detection fundamentally a cross-modal reasoning problem. Existing multimodal harm benchma…
The Reward Model Selection Crisis in Personalized Alignment
Fady Rezk, Yuangang Pan, Chuan-Sheng Foo +4
Personalized alignment from preference data has focused primarily on improving personal reward model (RM) accuracy, with the implicit assumption that better preference ranking tran…