840 citations · 2.7k across the 42 of their papers we have counts for
4 papers · 2 filters
WALDO: Future Video Synthesis using Object Layer Decomposition and Parametric Flow Prediction
Guillaume Le Moing, Jean Ponce, Cordelia Schmid
This paper presents WALDO (WArping Layer-Decomposed Objects), a novel approach to the prediction of future video frames from past ones. Individual images are decomposed into multip…
VICRegL: Self-Supervised Learning of Local Visual Features
Adrien Bardes, Jean Ponce, Yann LeCun
Most recent self-supervised methods for learning image representations focus on either producing a global feature with invariance properties, or producing a set of local features.…
High Dynamic Range and Super-Resolution from Raw Image Bursts
Bruno Lecouat, Thomas Eboli, Jean Ponce +1
Photographs captured by smartphones and mid-range cameras have limited spatial resolution and dynamic range, with noisy response in underexposed regions and color artefacts in satu…
Active Learning Strategies for Weakly-supervised Object Detection
Huy V. Vo, Oriane Siméoni, Spyros Gidaris +3
Object detectors trained with weak annotations are affordable alternatives to fully-supervised counterparts. However, there is still a significant performance gap between them. We…