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Research Labs
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3D Deep Learning
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Computer Vision
(303)
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(175)
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(41)
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(36)
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303 results found
Computer Vision
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Computer Vision
2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows
Guandao Yang, Xun Huang, Zekun Hao,
Ming-Yu Liu
, Serge Belongie, Bharath Hariharan
Neural Turtle Graphics for Modeling City Road Layouts
Hang Chu, Daiqing Li, David Acuna, Amlan Kar, Maria Shugrina, Xinkai Wei,
Ming-Yu Liu
, Antonio Torralba, Sanja Fidler
Meta-Sim: Learning to Generate Synthetic Datasets
Amlan Kar, Aayush Prakash,
Ming-Yu Liu
, Eric Cameracci, Justin Yuan, Matt Rusiniak, David Acuna, Antonio Torralba, Sanja Fidler
Confidence Regularized Self-Training
Yang Zou,
Zhiding Yu
, Xiaofeng Liu, B. V. K. Vijaya Kumar, Jinsong Wang
Learning Propagation for Arbitrarily-Structured Data
Sifei Liu
, Xueting Li, Varun Jampani,
Shalini De Mello
,
Jan Kautz
Few-Shot Viewpoint Estimation
Hung-Yu Tseng,
Shalini De Mello
,
Jonathan Tremblay
,
Sifei Liu
,
Stan Birchfield
, Ming-Hsuan Yang,
Jan Kautz
Video Stitching for Linear Camera Arrays
Wei-Sheng Lai,
Orazio Gallo
,
Jinwei Gu
, Deqing Sun, Ming-Hsuan Yang,
Jan Kautz
Neural RGB->D Sensing: Depth and Uncertainty from a Video Camera
Chao Liu, Jinwei Gu, Kihwan Kim, Srinivasa Narasimhan,
Jan Kautz
PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image
Chen Liu, Kihwan Kim, Jinwei Gu, Yasutaka Furukawa,
Jan Kautz
SIDOD: A Synthetic Image Dataset for 3D Object Pose Recognition with Distractors
Mona Jalal,
Josef Spjut
,
Ben Boudaoud
, Margrit Betke
Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments
Xueting Li,
Sifei Liu
, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang,
Jan Kautz
Pixel-Adaptive Convolutional Neural Networks
Hang Su, Varun Jampani, Deqing Sun,
Orazio Gallo
, Erik-Learned Miller,
Jan Kautz
Semantic Image Synthesis with Spatially-Adaptive Normalization
Taesung Park,
Ming-Yu Liu
,
Ting-Chun Wang
, Jun-Yan Zhu
STEP: Spatio-Temporal Progressive Learning for Video Action Detection
Xitong Yang, Xiaodong Yang,
Ming-Yu Liu
, Fanyi Xiao, Larry Davis,
Jan Kautz
CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification
Zheng Tang, Milind Naphade,
Ming-Yu Liu
, Xiaodong Yang,
Stan Birchfield
, Shuo Wang, Ratnesh Kumar, David Anastasiu, Jenq-Neng Hwan
CVPR
SCOPS: Self-Supervised Co-Part Segmentation
Wei-Chih Hung, Varun Jampani,
Sifei Liu
,
Pavlo Molchanov
, Ming-Hsuan Yang ,
Jan Kautz
Joint Discriminative and Generative Learning for Person Re-identification
Zhedong Zheng, Xiaodong Yang,
Zhiding Yu
, Liang Zheng, Yi Yang,
Jan Kautz
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Anurag Ranjan, Varun Jampani, Lukas Balles, Kihwan Kim, Deqing Sun, Jonas Wulff, Michael J. Black
Structured Domain Randomization: Bridging the Reality Gap by Context-Aware Synthetic Data
Aayush Prakash, Shaad Boochoon, Mark Brophy, David Acuna, Eric Cameracci, Gavriel State,
Omer Shapira
,
Stan Birchfield
ICRA
Learning Linear Transformations for Fast Image and Video Style Transfer
Xueting Li,
Sifei Liu
, Ming-Hsuan Yang,
Jan Kautz
Informative Object Annotations: Tell Me Something I Don't Know
Lior Bracha,
Gal Chechik
Adaptive Confidence Smoothing for Generalized Zero-Shot Learning
Yuval Atzmon
,
Gal Chechik
Unsupervised Stylish Image Description Generation via Domain Layer Norm
Cheng-Kuan Chen, Zhu-Feng Pan,
Ming-Yu Liu
, Min Sun
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation
Deqing Sun, Xiaodong Yang,
Ming-Yu Liu
,
Jan Kautz
A Fusion Approach for Multi-Frame Optical Flow Estimation
Zhile Ren,
Orazio Gallo
, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth,
Jan Kautz
2018
Localization-Aware Active Learning for Object Detection
Chieh-Chi Kao, Teng-Yok Lee, Pradeep Sen,
Ming-Yu Liu
Learning towards Minimum Hyperspherical Energy
Weiyang Liu, Rongmei Lin, Zhen Liu, Lixin Liu,
Zhiding Yu
, Bo Dai, Le Song
Video-to-Video Synthesis
Ting-Chun Wang
,
Ming-Yu Liu
, Jun-Yan Zhu, Guilin Liu, Andrew Tao,
Jan Kautz
, Bryan Catanzaro
Context-aware Synthesis and Placement of Object Instances
Donghoon Lee,
Sifei Liu
, Jinwei Gu,
Ming-Yu Liu
, Ming-Hsuan Yang,
Jan Kautz
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction
Roei Herzig, Moshiko Raboh,
Gal Chechik
, Jonathan Berant, Amir Globerson
Deep Object Pose Estimation for Semantic Robotic Grasping of Household Objects
Jonathan Tremblay
, Thang To, Bala Sundaralingam, Yu Xiang,
Dieter Fox
,
Stan Birchfield
CORL
Hand Pose Estimation via Latent 2.5 D Heatmap Regression
Umar Iqbal
,
Pavlo Molchanov
,
Thomas Breuel
, Juergen Gall,
Jan Kautz
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