61 citations · 156 across the 14 of their papers we have counts for
3 papers · 1 filter
Language Models as Black-Box Optimizers for Vision-Language Models
Shihong Liu, Zhiqiu Lin, Samuel Yu +4
Vision-language models (VLMs) pre-trained on web-scale datasets have demonstrated remarkable capabilities on downstream tasks when fine-tuned with minimal data. However, many VLMs…
Structured World Models from Human Videos
Russell Mendonca, Shikhar Bahl, Deepak Pathak
We tackle the problem of learning complex, general behaviors directly in the real world. We propose an approach for robots to efficiently learn manipulation skills using only a han…
Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level
Deepak Pathak, Miro Miranda, Francisco Mena +11
We introduce a simple yet effective early fusion method for crop yield prediction that handles multiple input modalities with different temporal and spatial resolutions. We use hig…