Learning To Simulate

Nataniel Ruiz, Samuel Schulter, Manmohan Chandraker

Memory Warps for Learning Long-Term Online Video Representations

Tuan-Hung Vu, Wongun Choi, Samuel Schulter +1

Learning to Look around Objects for Top-View Representations of Outdoor Scenes

Samuel Schulter, Menghua Zhai, Nathan Jacobs +1

WarpNet: Weakly Supervised Matching for Single-view Reconstruction

Angjoo Kanazawa, David W. Jacobs, Manmohan Chandraker

Towards Large-Pose Face Frontalization in the Wild

Xi Yin, Xiang Yu, Kihyuk Sohn +2

Deep Supervision with Shape Concepts for Occlusion-Aware 3D Object Parsing

Chi Li, M. Zeeshan Zia, Quoc-Huy Tran +3

Deep Deformation Network for Object Landmark Localization

Xiang Yu, Feng Zhou, Manmohan Chandraker

Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLAM

Bingbing Zhuang, Quoc-Huy Tran, Pan Ji +3

The paper analyzes why self‑calibrating radial distortion from two‑view geometry is ambiguous with scene depth, and introduces a CNN trained on synthetic data to estimate camera in…

Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild

Luan Tran, Kihyuk Sohn, Xiang Yu +2

Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos

Kihyuk Sohn, Sifei Liu, Guangyu Zhong +3

Pose-variant 3D Facial Attribute Generation

Feng-Ju Chang, Xiang Yu, Ram Nevatia +1

IDD: A Dataset for Exploring Problems of Autonomous Navigation in Unconstrained Environments

Girish Varma, Anbumani Subramanian, Anoop Namboodiri +2

Learning random-walk label propagation for weakly-supervised semantic segmentation

Paul Vernaza, Manmohan Chandraker

Weakly supervised 3D Reconstruction with Adversarial Constraint

JunYoung Gwak, Christopher B. Choy, Animesh Garg +2

DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

Namhoon Lee, Wongun Choi, Paul Vernaza +3

Reconstruction-Based Disentanglement for Pose-invariant Face Recognition

Xi Peng, Xiang Yu, Kihyuk Sohn +2

A Parametric Top-View Representation of Complex Road Scenes

Ziyan Wang, Buyu Liu, Samuel Schulter +1

Materials for Masses: SVBRDF Acquisition with a Single Mobile Phone Image

Zhengqin Li, Kalyan Sunkavalli, Manmohan Chandraker

Deep Supervision with Intermediate Concepts

Chi Li, M. Zeeshan Zia, Quoc-Huy Tran +3

Universal Correspondence Network

Christopher B. Choy, JunYoung Gwak, Silvio Savarese +1

A 4D Light-Field Dataset and CNN Architectures for Material Recognition

Ting-Chun Wang, Jun-Yan Zhu, Ebi Hiroaki +3

Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences

Mohammed E. Fathy, Quoc-Huy Tran, M. Zeeshan Zia +2

Deep Network Flow for Multi-Object Tracking

Samuel Schulter, Paul Vernaza, Wongun Choi +1

Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF from a Single Image

Zhengqin Li, Mohammad Shafiei, Ravi Ramamoorthi +2

Person Re-identification in the Wild

Liang Zheng, Hengheng Zhang, Shaoyan Sun +3