← Authors

Stella X. Yu

45 papers · 2010–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (10) πŸ—ΊοΈ Taxonomy Completionist (81) πŸƒ Academic Marathon (15) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (6) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (9) 🏠 Conference Loyalist (23) 🧬 Topic Evolution πŸ† Keyword Champion πŸ† Grand Slam πŸ”₯ Unstoppable (11) ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ’Ž Century Club (45) ❓ The Questioner πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (191)

Conferences

CVPR (23) ICCV (6) ECCV (5) NIPS (3) WACV (3) ICLR (2) AAAI (1) ICML (1) MICCAI (1)

Top co-authors

Xudong Wang (8) Yunhui Guo (6) Yubei Chen (5) Michael Maire (5) Jianbo Shi (5) Zhirong Wu (5) Tsung-Wei Ke (5) Long Lian (4) Ziwei Liu (4) jyh-Jing Hwang (4)

Keywords

unsupervised learning (8) semantic segmentation (7) convolutional neural network (6) self-supervised learning (5) zero-shot learning (5) feature learning (4) image classification (3) intrinsic image decomposition (3) deep learning (3) video understanding (3) hyperbolic space (3) contrastive learning (2) visual attention (2) metric learning (2) class imbalance (2) motion segmentation (2) image segmentation (2) domain adaptation (2) instance segmentation (2) domain generalization (2)

Papers

Test-Time Canonicalization by Foundation Models for Robust Perception ICML 2025
Visually Consistent Hierarchical Image Classification ICLR 2025
Open Ad-hoc Categorization with Contextualized Feature Learning CVPR 2025
Let Humanoids Hike! Integrative Skill Development on Complex Trails CVPR 2025
Learning Hierarchical Image Segmentation For Recognition and By Recognition ICLR 2024
Pose-Aware Self-Supervised Learning with Viewpoint Trajectory Regularization ECCV 2024
Zero-Shot Building Attribute Extraction From Large-Scale Vision and Language Models WACV 2024
Unsupervised Feature Learning with Emergent Data-Driven Prototypicality CVPR 2024
VEATIC: Video-Based Emotion and Affect Tracking in Context Dataset WACV 2024
SkinCON: Towards consensus for the uncertainty of skin cancer sub-typing through distribution regularized adaptive predictive sets (DRAPS) MICCAI 2024
Bootstrapping Objectness From Videos by Relaxed Common Fate and Visual Grouping CVPR 2023
ResoNet: Noise-Trained Physics-Informed MRI Off-Resonance Correction NIPS 2023
Compact and Optimal Deep Learning With Recurrent Parameter Generators WACV 2023
Learning to Transform for Generalizable Instance-wise Invariance ICCV 2023
Cut and Learn for Unsupervised Object Detection and Instance Segmentation CVPR 2023
Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers CVPR 2022
Debiased Learning From Naturally Imbalanced Pseudo-Labels CVPR 2022
CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data CVPR 2022
Co-Domain Symmetry for Complex-Valued Deep Learning CVPR 2022
Unsupervised Hierarchical Semantic Segmentation With Multiview Cosegmentation and Clustering Transformers CVPR 2022
Unsupervised Selective Labeling for More Effective Semi-Supervised Learning ECCV 2022
Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination CVPR 2021
The Emergence of Objectness: Learning Zero-shot Segmentation from Videos NIPS 2021
Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters AAAI 2021
Unsupervised Visual Attention and Invariance for Reinforcement Learning CVPR 2021
Open Compound Domain Adaptation CVPR 2020
Unsupervised Sketch to Photo Synthesis ECCV 2020
Orthogonal Convolutional Neural Networks CVPR 2020
Adversarial Structure Matching for Structured Prediction Tasks CVPR 2019
Large-Scale Long-Tailed Recognition in an Open World CVPR 2019
SegSort: Segmentation by Discriminative Sorting of Segments ICCV 2019
Improving Generalization via Scalable Neighborhood Component Analysis ECCV 2018
Unsupervised Feature Learning via Non-Parametric Instance Discrimination CVPR 2018
Adaptive Affinity Fields for Semantic Segmentation ECCV 2018
Unsupervised Learning of Important Objects From First-Person Videos ICCV 2017
Am I a Baller? Basketball Performance Assessment From First-Person Videos ICCV 2017
Multigrid Neural Architectures CVPR 2017
Learning Non-Lambertian Object Intrinsics Across ShapeNet Categories CVPR 2017
Convolutional Random Walk Networks for Semantic Image Segmentation CVPR 2017
Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding CVPR 2016
FlowWeb: Joint Image Set Alignment by Weaving Consistent, Pixel-Wise Correspondences CVPR 2015
Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression ICCV 2015
Learning Lightness From Human Judgement on Relative Reflectance CVPR 2015
Progressive Multigrid Eigensolvers for Multiscale Spectral Segmentation ICCV 2013
Feature Transitions with Saccadic Search: Size, Color, and Orientation Are Not Alike NIPS 2010