Katherine M. Collins

information theory (1) stochastic optimization (1) representation learning (1) few-shot learning (1) bayesian inference (1) multimodal learning (1) policy learning (1) human-in-the-loop learning (1) text-to-image generation (1) reinforcement learning from human feedback (1) inverse planning (1) human feedback (1) contextual bandit (1) human-ai collaboration (1) reward model (1) soft label (1) multimodal reasoning (1) theory of mind (1) perceptual alignment (1) symbolic representation (1)