2 papers
cs.CV2023
DetermiNet: A Large-Scale Diagnostic Dataset for Complex Visually-Grounded Referencing using Determiners
Clarence Lee, M Ganesh Kumar, Cheston Tan
State-of-the-art visual grounding models can achieve high detection accuracy, but they are not designed to distinguish between all objects versus only certain objects of interest.…
cs.LG2023
Compositional Learning of Visually-Grounded Concepts Using Reinforcement
Zijun Lin, Haidi Azaman, M Ganesh Kumar +1
Children can rapidly generalize compositionally-constructed rules to unseen test sets. On the other hand, deep reinforcement learning (RL) agents need to be trained over millions o…