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cs.CV2023
Towards A Unified Neural Architecture for Visual Recognition and Reasoning
Calvin Luo, Boqing Gong, Ting Chen +1
Recognition and reasoning are two pillars of visual understanding. However, these tasks have an imbalance in focus; whereas recent advances in neural networks have shown strong emp…
cs.CV2023
Does Visual Pretraining Help End-to-End Reasoning?
Chen Sun, Calvin Luo, Xingyi Zhou +2
We aim to investigate whether end-to-end learning of visual reasoning can be achieved with general-purpose neural networks, with the help of visual pretraining. A positive result w…