51 citations · 296 across the 20 of their papers we have counts for
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cs.CV2022★ 6 cited
Instruction-Following Agents with Multimodal Transformer
Hao Liu, Lisa Lee, Kimin Lee +1
Humans are excellent at understanding language and vision to accomplish a wide range of tasks. In contrast, creating general instruction-following embodied agents remains a difficu…
cs.CV2022★ 29 cited
Multimodal Masked Autoencoders Learn Transferable Representations
Xinyang Geng, Hao Liu, Lisa Lee +3
Building scalable models to learn from diverse, multimodal data remains an open challenge. For vision-language data, the dominant approaches are based on contrastive learning objec…