Search Results for author:
Found 7 papers, 5 papers with code
The 2021 Image Similarity Dataset and Challenge
This benchmark is used for the Image Similarity Challenge at NeurIPS'21 (ISC2021).
Ranked #1 on
Image Similarity Detection
on DISC21 dev
Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization
The goal of cross-view image based geo-localization is to determine the location of a given street view image by matching it against a collection of geo-tagged satellite images.
4D Panoptic LiDAR Segmentation
In this paper, we propose 4D panoptic LiDAR segmentation to assign a semantic class and a temporally-consistent instance ID to a sequence of 3D points.
Focus on defocus: bridging the synthetic to real domain gap for depth estimation
We are able to train our model completely on synthetic data and directly apply it to a wide range of real-world images.
Ranked #1 on
Depth Estimation
on NYU-Depth V2
(RMSE metric)
CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks
In many real-world scenarios like people tracking or action recognition, it is important to be able to process the data while taking careful consideration in protecting people's identity.
Deep Appearance Maps
Second, we demonstrate how another network can be used to map from an image or video frames to a DAM network to reproduce this appearance, without using a lengthy optimization such as stochastic gradient descent (learning-to-learn).
LIME: Live Intrinsic Material Estimation
We present the first end to end approach for real time material estimation for general object shapes with uniform material that only requires a single color image as input.
