Improving Landmark Localization with Semi-Supervised Learning

Sina Honari, Pavlo Molchanov, Stephen Tyree +3

Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation

Zhaoyang Lv, Kihwan Kim, Alejandro Troccoli +3

Switchable Temporal Propagation Network

Sifei Liu, Guangyu Zhong, Shalini De Mello +4

MoCoGAN: Decomposing Motion and Content for Video Generation

Sergey Tulyakov, Ming-Yu Liu, Xiaodong Yang +1

Locally Non-rigid Registration for Mobile HDR Photography

Orazio Gallo, Alejandro Troccoli, Jun Hu +2

Context-Aware Synthesis and Placement of Object Instances

Donghoon Lee, Sifei Liu, Jinwei Gu +3

Deep Learning with Energy-efficient Binary Gradient Cameras

Suren Jayasuriya, Orazio Gallo, Jinwei Gu +1

Video-to-Video Synthesis

Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu +4

Multimodal Unsupervised Image-to-Image Translation

Xun Huang, Ming-Yu Liu, Serge Belongie +1

Fast and Accurate Point Cloud Registration using Trees of Gaussian Mixtures

Ben Eckart, Kihwan Kim, Jan Kautz

Importance Estimation for Neural Network Pruning

Pavlo Molchanov, Arun Mallya, Stephen Tyree +2

Simultaneous Edge Alignment and Learning

Zhiding Yu, Weiyang Liu, Yang Zou +4

Multiframe Scene Flow with Piecewise Rigid Motion

Vladislav Golyanik, Kihwan Kim, Robert Maier +3

Hand Pose Estimation via Latent 2.5D Heatmap Regression

Umar Iqbal, Pavlo Molchanov, Thomas Breuel +2

Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments

Xueting Li, Sifei Liu, Kihwan Kim +3

EOE: Expected Overlap Estimation over Unstructured Point Cloud Data

Ben Eckart, Kihwan Kim, Jan Kautz

Reblur2Deblur: Deblurring Videos via Self-Supervised Learning

Huaijin Chen, Jinwei Gu, Orazio Gallo +3

Learning Affinity via Spatial Propagation Networks

Sifei Liu, Shalini De Mello, Jinwei Gu +3

Superpixel Sampling Networks

Varun Jampani, Deqing Sun, Ming-Yu Liu +2

Few-Shot Viewpoint Estimation

Hung-Yu Tseng, Shalini De Mello, Jonathan Tremblay +4

The paper introduces a meta-learning framework called MetaView for category-level few-shot viewpoint estimation, enabling accurate pose prediction for new object categories using t…

A Closed-form Solution to Photorealistic Image Stylization

Yijun Li, Ming-Yu Liu, Xueting Li +2

Sim-to-Real Transfer of Accurate Grasping with Eye-In-Hand Observations and Continuous Control

Mengyuan Yan, Iuri Frosio, Stephen Tyree +1

SPLATNet: Sparse Lattice Networks for Point Cloud Processing

Hang Su, Varun Jampani, Deqing Sun +4

Learning Adaptive Parameter Tuning for Image Processing

Jingming Dong, Iuri Frosio, Jan Kautz

Geometry-Aware Learning of Maps for Camera Localization

Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim +2

Deep Semantic Face Deblurring

Ziyi Shen, Wei-Sheng Lai, Tingfa Xu +2

Unsupervised Image-to-Image Translation Networks

Ming-Yu Liu, Thomas Breuel, Jan Kautz

IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification

Sam Leroux, Pavlo Molchanov, Pieter Simoens +3

Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation

Deqing Sun, Xiaodong Yang, Ming-Yu Liu +1

Cascaded Scene Flow Prediction using Semantic Segmentation

Zhile Ren, Deqing Sun, Jan Kautz +1

A Fusion Approach for Multi-Frame Optical Flow Estimation

Zhile Ren, Orazio Gallo, Deqing Sun +3

Video Stitching for Linear Camera Arrays

Wei-Sheng Lai, Orazio Gallo, Jinwei Gu +3

The paper introduces a video stitching method for linear camera arrays that learns a smooth spatial interpolation using a pushbroom stitching network, enabling temporally stable re…

Speaker-following Video Subtitles

Yongtao Hu, Jan Kautz, Yizhou Yu +1

NRMVS: Non-Rigid Multi-View Stereo

Matthias Innmann, Kihwan Kim, Jinwei Gu +4

Learning to Segment Instances in Videos with Spatial Propagation Network

Jingchun Cheng, Sifei Liu, Yi-Hsuan Tsai +6

Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting

Robert Maier, Kihwan Kim, Daniel Cremers +2

Loss Functions for Neural Networks for Image Processing

Hang Zhao, Orazio Gallo, Iuri Frosio +1

Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset

Qi Guo, Iuri Frosio, Orazio Gallo +2

Pixel-Adaptive Convolutional Neural Networks

Hang Su, Varun Jampani, Deqing Sun +3

Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation

Huaizu Jiang, Deqing Sun, Varun Jampani +3

Neural RGB->D Sensing: Depth and Uncertainty from a Video Camera

Chao Liu, Jinwei Gu, Kihwan Kim +2

PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image

Chen Liu, Kihwan Kim, Jinwei Gu +2

Light-weight Head Pose Invariant Gaze Tracking

Rajeev Ranjan, Shalini De Mello, Jan Kautz

Budget-Aware Activity Detection with A Recurrent Policy Network

Behrooz Mahasseni, Xiaodong Yang, Pavlo Molchanov +1

Separating Reflection and Transmission Images in the Wild

Patrick Wieschollek, Orazio Gallo, Jinwei Gu +1

Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU

Mohammad Babaeizadeh, Iuri Frosio, Stephen Tyree +2

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume

Deqing Sun, Xiaodong Yang, Ming-Yu Liu +1

Domain Stylization: A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation

Aysegul Dundar, Ming-Yu Liu, Ting-Chun Wang +2

Learning Binary Residual Representations for Domain-specific Video Streaming

Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun +2

On Nearest Neighbors in Non Local Means Denoising

Iuri Frosio, Jan Kautz

Hierarchical Subquery Evaluation for Active Learning on a Graph

Oisin Mac Aodha, Neill D. F. Campbell, Jan Kautz +1

A Lightweight Approach for On-the-Fly Reflectance Estimation

Kihwan Kim, Jinwei Gu, Stephen Tyree +3

Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals

Shanxin Yuan, Guillermo Garcia-Hernando, Bjorn Stenger +21

STEP: Spatio-Temporal Progressive Learning for Video Action Detection

Xitong Yang, Xiaodong Yang, Ming-Yu Liu +3

Learning Linear Transformations for Fast Arbitrary Style Transfer

Xueting Li, Sifei Liu, Jan Kautz +1

Pruning Convolutional Neural Networks for Resource Efficient Inference

Pavlo Molchanov, Stephen Tyree, Tero Karras +2

High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu +3

SCOPS: Self-Supervised Co-Part Segmentation

Wei-Chih Hung, Varun Jampani, Sifei Liu +3

Synthetically Trained Neural Networks for Learning Human-Readable Plans from Real-World Demonstrations

Jonathan Tremblay, Thang To, Artem Molchanov +3