8 citations · 16 across the 22 of their papers we have counts for
4 papers · 1 filter
Unsupervised Universal Image Segmentation
Dantong Niu, Xudong Wang, Xinyang Han +3
Several unsupervised image segmentation approaches have been proposed which eliminate the need for dense manually-annotated segmentation masks; current models separately handle eit…
Object-based (yet Class-agnostic) Video Domain Adaptation
Dantong Niu, Amir Bar, Roei Herzig +2
Existing video-based action recognition systems typically require dense annotation and struggle in environments when there is significant distribution shift relative to the trainin…
Compositional Chain-of-Thought Prompting for Large Multimodal Models
Chancharik Mitra, Brandon Huang, Trevor Darrell +1
The combination of strong visual backbones and Large Language Model (LLM) reasoning has led to Large Multimodal Models (LMMs) becoming the current standard for a wide range of visi…
Which One? Leveraging Context Between Objects and Multiple Views for Language Grounding
Chancharik Mitra, Abrar Anwar, Rodolfo Corona +3
When connecting objects and their language referents in an embodied 3D environment, it is important to note that: (1) an object can be better characterized by leveraging comparativ…