978 citations · 7k across the 148 of their papers we have counts for
169 papers
Learning text-to-video retrieval from image captioning
Lucas Ventura, Cordelia Schmid, Gül Varol
We describe a protocol to study text-to-video retrieval training with unlabeled videos, where we assume (i) no access to labels for any videos, i.e., no access to the set of ground…
POCO: 3D Pose and Shape Estimation with Confidence
Sai Kumar Dwivedi, Cordelia Schmid, Hongwei Yi +2
The regression of 3D Human Pose and Shape (HPS) from an image is becoming increasingly accurate. This makes the results useful for downstream tasks like human action recognition or…
UnLoc: A Unified Framework for Video Localization Tasks
Shen Yan, Xuehan Xiong, Arsha Nagrani +5
While large-scale image-text pretrained models such as CLIP have been used for multiple video-level tasks on trimmed videos, their use for temporal localization in untrimmed videos…
Object Goal Navigation with Recursive Implicit Maps
Shizhe Chen, Thomas Chabal, Ivan Laptev +1
Object goal navigation aims to navigate an agent to locations of a given object category in unseen environments. Classical methods explicitly build maps of environments and require…
CoVR-2: Automatic Data Construction for Composed Video Retrieval
Lucas Ventura, Antoine Yang, Cordelia Schmid +1
Composed Image Retrieval (CoIR) has recently gained popularity as a task that considers both text and image queries together, to search for relevant images in a database. Most CoIR…
Robust Visual Sim-to-Real Transfer for Robotic Manipulation
Ricardo Garcia, Robin Strudel, Shizhe Chen +3
Learning visuomotor policies in simulation is much safer and cheaper than in the real world. However, due to discrepancies between the simulated and real data, simulator-trained po…