← Authors

Erik Learned-Miller

25 papers · 2012–2026 · 8 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) πŸƒ Academic Marathon (14) πŸ—ΊοΈ Taxonomy Completionist (43) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🌟 Keyword Trendsetter Combo (3) πŸ† Keyword Champion πŸ“ˆ Trend Setter πŸ’Ž Century Club (25) πŸ”₯ Unstoppable (5) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (104)

Conferences

CVPR (7) ICCV (6) ECCV (4) ICML (2) NIPS (2) WACV (2) AISTATS (1) JMLR (1)

Top co-authors

Huaizu Jiang (7) Aruni RoyChowdhury (5) Deqing Sun (3) Varun Jampani (3) Hang Su (3) SouYoung Jin (3) Andrew Kae (3) Jan Kautz (3) Philip Thomas (2) Pia Bideau (2)

Keywords

convolutional neural network (5) optical flow (4) conditional random field (3) conditional value at risk (2) shape prior (2) motion segmentation (2) statistical learning (2) motion estimation (2) multi-task learning (1) domain adaptation (1) semantic segmentation (1) pose estimation (1) feature extraction (1) video segmentation (1) unsupervised learning (1) risk management (1) frame interpolation (1) temporal modeling (1) stochastic gradient descent (1) event camera (1)

Papers

Human Pose Aggregation for Multi-View Temporal Video Alignment WACV 2026
Improving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximization AISTATS 2025
DCVNet: Dilated Cost Volume Networks for Fast Optical Flow WACV 2023
Robust Frame-to-Frame Camera Rotation Estimation in Crowded Scenes ICCV 2023
Universal Off-Policy Evaluation NIPS 2021
The Spatio-Temporal Poisson Point Process: A Simple Model for the Alignment of Event Camera Data ICCV 2021
Towards Practical Mean Bounds for Small Samples ICML 2021
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions ECCV 2020
In Defense of Grid Features for Visual Question Answering CVPR 2020
Improving Face Recognition by Clustering Unlabeled Faces in the Wild ECCV 2020
Automatic Adaptation of Object Detectors to New Domains Using Self-Training CVPR 2019
SENSE: A Shared Encoder Network for Scene-Flow Estimation ICCV 2019
Pixel-Adaptive Convolutional Neural Networks CVPR 2019
Concentration Inequalities for Conditional Value at Risk ICML 2019
Unsupervised Hard Example Mining from Videos for Improved Object Detection ECCV 2018
Self-Supervised Relative Depth Learning for Urban Scene Understanding ECCV 2018
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation CVPR 2018
The Best of Both Worlds: Combining CNNs and Geometric Constraints for Hierarchical Motion Segmentation CVPR 2018
End-To-End Face Detection and Cast Grouping in Movies Using Erdos-Renyi Clustering ICCV 2017
Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples NIPS 2017
Multi-View Convolutional Neural Networks for 3D Shape Recognition ICCV 2015
The Shape-Time Random Field for Semantic Video Labeling CVPR 2014
Coherent Motion Segmentation in Moving Camera Videos Using Optical Flow Orientations ICCV 2013
Augmenting CRFs with Boltzmann Machine Shape Priors for Image Labeling CVPR 2013
Bounding the Probability of Error for High Precision Optical Character Recognition JMLR 2012