2022

StretchBEV: Stretching Future Instance Prediction Spatially and Temporally 
Paper | Project Page |  Video | Code | Poster

Preprints

Pixels Together Strong: Segmenting Unknown Regions Rejected by All
Paper

DepthP+P: Metric Accurate Monocular Depth Estimation using Planar and Parallax
Paper

Two-Level Temporal Relation Model for Online Video Instance Segmentation
Paper

Trajectory Forecasting on Temporal Graphs
Paper | Project Page | Code 

Stochastic Video Prediction with Structure and Motion
Paper

2021

Self-Supervised Monocular Scene Decomposition and Depth Estimation 
Paper | Project Page |  Video | Poster

SLAMP: Stochastic Latent Appearance and Motion Prediction 
Paper | Project Page |  Video | Code | Poster

2018

Unsupervised Learning of Multi-Frame Optical Flow with Occlusions 
Paper | Supplementary Material | Video | Code

On the Integration of Optical Flow and Action Recognition 
Paper

2017

Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data 
Paper | Supplementary Material | Video | Project Page

Computer Vision for Autonomous Vehicles: Problems, Datasets and State-of the-Art 
Book | Project Page

2016

Deep Discrete Flow 
Paper | Supplementary Material | Poster

2015

Exploiting Object Similarity in 3D Reconstruction 
Paper | Supplementary Material | Video | Project Page

Displets: Resolving Stereo Ambiguities using Object Knowledge 
Paper | Extended Abstract | Supplementary Material | Slides | Poster
Video 1 | Video 2 | Video 3 | Project Page