
Charless Fowlkes
Publications
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Camera Control for Text-to-Image Generation via Learning Viewpoint Tokens
CVPR, 29222-29232, 2026.
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CriSp: Leveraging Tread Depth Maps for Enhanced Crime-Scene Shoeprint Matching
ECCV (63), 217-235, 2024.
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Automated identification of diverse Neotropical pollen samples using convolutional neural networks
Methods in Ecology and Evolution, 13, 2049--2064, 2022.
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Geometric Pose Affordance: Monocular 3D Human Pose Estimation with Scene Constraints
ECCV Workshops (6), 3-18, 2022.
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CVPR Workshops, 2317-2326, 2022.
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A linearized framework and a new benchmark for model selection for fine-tuning
arXiv:2102.00084, 2021. preprint
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Representation Consolidation for Training Expert Students
arXiv:2107.08039, 2021. preprint
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Sparse Representations for Object- and Ego-Motion Estimations in Dynamic Scenes
IEEE Trans. Neural Networks Learn. Syst., 32, 2521-2534, 2021.
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Celeganser: Automated Analysis of Nematode Morphology and Age
CVPR Workshops, 4164-4173, 2020.
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Fine-grained facial expression analysis using dimensional emotion model
Neurocomputing, 392, 38-49, 2020.
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Proceedings of the National Academy of Sciences, 117, 28496--28505, 2020.
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Neurogastroenterology & Motility, 33, e14014--e14014, 2020.
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Predicting Camera Viewpoint Improves Cross-Dataset Generalization for 3D Human Pose Estimation
ECCV Workshops (2), 523-540, 2020.
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Weak Supervision and Referring Attention for Temporal-Textual Association Learning
arXiv:2006.11747, 2020. preprint
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3D Scene Reconstruction With Multi-Layer Depth and Epipolar Transformers
ICCV, 2172-2182, 2019.
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CeMNet: Self-Supervised Learning for Accurate Continuous Ego-Motion Estimation
CVPR Workshops, 354-363, 2019.
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Cross-Domain Image Matching with Deep Feature Maps
Int. J. Comput. Vis., 127, 1738-1750, 2019.
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Nature Communications, 10, 1944--1944, 2019.
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Journal of Neuroscience, 40, 585--604, 2019.
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Multi-layer Depth and Epipolar Feature Transformers for 3D Scene Reconstruction
CVPR Workshops, 39-43, 2019.
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Multigrid Predictive Filter Flow for Unsupervised Learning on Videos
arXiv:1904.01693, 2019. preprint
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G3 Genes Genomes Genetics, 9, 2171--2182, 2019.
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Active Testing: An Efficient and Robust Framework for Estimating Accuracy
ICML, 3756-3765, 2018.
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Biodiversifying bioinspiration
Bioinspiration & Biomimetics, 13, 053001--053001, 2018.
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IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 3061-3069, 2018.
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Recurrent Pixel Embedding for Instance Grouping
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 9018-9028, 2018.
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Recurrent Scene Parsing with Perspective Understanding in the Loop
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 956-965, 2018.
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Cluster-wise Ratio Tests for Fast Camera Localization
IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Visual Odometry and Computer Vision Applications Based on Location Clues, 2017.
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Cross-Domain Forensic Shoeprint Matching
British Machine Vision Conference (BMVC), 2017.
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Learning Optimal Parameters for Multi-target Tracking with Contextual Interactions
International Journal of Computer Vision, 122, 484--501, 2017.
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Low-rank Bilinear Pooling for Fine-grained Classification
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
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Space-Time Localization and Mapping
IEEE International Conference on Computer Vision, 2017.
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Tracking Objects with Higher Order Interactions via Delayed Column Generation
AISTATS, 1132-1140, 2017.
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Spatially Aware Dictionary Learning and Coding for Fossil Pollen Identification
CVPR workshop CVMI, 2016.
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Development, 142, 587--596, 2015.
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BMC Bioinformatics, 16:397, 2015.
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Do We Need More Training Data?
International Journal of Computer Vision, 1--17, 2015.
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Hierarchical Planar Correlation Clustering for Cell Segmentation
Energy Minimization Methods in Computer Vision and Pattern Recognition, 492--504, 2015.
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Learning Optimal Parameters for Multi-target Tracking
British Machine Vision Conference (BMVC), 2015.
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Planar Ultrametrics for Image Segmentation
Neural Information Processing Systems (NIPS), 2015.
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Using segmentation to predict the absence of occluded parts
British Machine Vision Conference (BMVC), 2015.
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Nature Protocols, 10, 1860--1896, 2015.
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Learning Multi-target Tracking with Quadratic Object Interactions
arXiv:1412.2066, 2014. preprint
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Accurate Motion Deblurring using Camera Motion Tracking and Scene Depth
IEEE Workshop on Applications of Computer Vision (WACV), 2013.
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Do we need more training data or better models for object detection?
British Machine Vision Conference (BMVC), 2012.
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Patch Mosaic for Fast Motion Deblurring
Asian Conference on Computer Vision (ACCV), 2012.
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ACS Chemical Neuroscience, 3, 433--438, 2012.
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PLoS Genetics, 7, e1002346, 2011.
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Analysis of Gap Gene Regulation in a 3D Organism-Scale Model of the Drosophila melanogaster Embryo
PLoS ONE, 6, e26797, 2011.
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Discriminative models for multi-class object layout
International Journal of Computer Vision, 2011.
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Globally-Optimal Greedy Algorithms for Tracking a Variable Number of Objects
IEEE conference on Computer Vision and Pattern Recognition (CVPR), 2011.
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Proc. of the International Conference on Computer Vision, 2011.
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Tissue Engineering: Part C, 17(5), 2011.
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Advanced Materials, 23, 5785-5791, 2011.
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Discriminative models for static human-object interactions
IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Structured Prediction, 2010.
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Integrating Data Clustering and Visualization for the Analysis of 3D Gene Expression Data
IEEE Transactions on Computational Biology and Bioinformatics, 7(1), 64-79, 2010.
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Journal of Neuroscience, 30(21), 7269-7280, 2010.
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BMC Bioinformatics, 11:413, 2010.
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Bilinear classifiers for visual recognition
Neural Info. Proc. Systems (NIPS), 2009.
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Discriminative models for multi-class object layout
IEEE International Conference on Computer Vision, 2009.
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IEEE Transactions on Computational Biology and Bioinformatics, 6(2), 296-309, 2009.
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A Quantitative Spatiotemporal Atlas of Gene Expression in the Drosophila Blastoderm
Cell, 133, 364-374, 2008.
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Local figure-ground cues are valid for natural images
Journal of Vision, 7, 1--9, 2007.
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3D Morphology and Gene Expression in the Drosophila Blastoderm at Cellular Resolution II: Dynamics
Genome Biology, 7:R124, 2006.
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Eurographics/IEEE VGTC Symposium on Visualization, 203--210, 2006.
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Cue Integration for Figure/Ground Labeling
Advances in Neural Information Processing Systems 18, 1121--1128, 2005.
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CSB 2005 Workshop on BioImage Data Minning and Informatics, 2005.
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Scale-Invariant Contour Completion Using Conditional Random Fields
ICCV, II: 1214-1221, 2005.
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Learning to detect natural image boundaries using local brightness, color, and texture cues
IEEE PAMI, 26, 530-549, 2004.
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Extracting Global Structure from Gene Expression Profiles
Methods of Microarray Data Analysis II, 2002.
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Learning to Detect Natural Image Boundaries Using Brightness and Texture
Advances in Neural Information Processing Systems, 2002.
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Spectral Partitioning with Indefinite Kernels Using the Nyström Extension
ECCV, III: 531 ff., 2002.
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