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Robert Pless
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- affiliation: Washington University in St. Louis, St. Louis, MO, USA
- affiliation: University of Maryland at College Park, MD, USA
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2020 – today
- 2024
- [c97]Grady McPeak, Anja Sautmann, Ohia George, Adham Hallal, Eduardo Arancón Simal, Aaron L. Schwartz, Jason Abaluck, Nirmal Ravi, Robert Pless:
An LLM's Medical Testing Recommendations in a Nigerian Clinic: Potential and Limits of Prompt Engineering for Clinical Decision Support. ICHI 2024: 586-591 - 2023
- [j20]Honglu Jiang, Haotian Yu, Xiuzhen Cheng, Jian Pei, Robert Pless, Jiguo Yu:
DP2-Pub: Differentially Private High-Dimensional Data Publication With Invariant Post Randomization. IEEE Trans. Knowl. Data Eng. 35(10): 10831-10844 (2023) - [c96]Manal Sultan, Lia Jacobs, Abby Stylianou, Robert Pless:
Exploring CLIP for Real World, Text-based Image Retrieval. AIPR 2023: 1-6 - [c95]Zeyu Zhang, Robert Pless, Nadia Shakoor, Austin Carnahan, Abby Stylianou:
SG×P : A Sorghum Genotype × Phenotype Prediction Dataset and Benchmark. NeurIPS 2023 - 2022
- [j19]Zeyu Zhang, Madison Pope, Nadia Shakoor, Robert Pless, Todd C. Mockler, Abby Stylianou:
Comparing Deep Learning Approaches for Understanding Genotype × Phenotype Interactions in Biomass Sorghum. Frontiers Artif. Intell. 5 (2022) - [c94]Zeyu Zhang, Callista Baker, Noor Azam-Naseeruddin, Jingzhou Shen, Robert Pless:
What Does Learning About Time Tell About Outdoor Scenes? AIPR 2022: 1-6 - [c93]Samuel Black, Abby Stylianou, Robert Pless, Richard Souvenir:
Visualizing Paired Image Similarity in Transformer Networks. WACV 2022: 1534-1543 - [i14]Hong Xuan, Robert Pless:
Dissecting the impact of different loss functions with gradient surgery. CoRR abs/2201.11307 (2022) - [i13]Honglu Jiang, Haotian Yu, Xiuzhen Cheng, Jian Pei, Robert Pless, Jiguo Yu:
DP2-Pub: Differentially Private High-Dimensional Data Publication with Invariant Post Randomization. CoRR abs/2208.11693 (2022) - 2021
- [c92]Zekai Chen, Fangtian Zhong, Zhumin Chen, Xiao Zhang, Robert Pless, Xiuzhen Cheng:
DCAP: Deep Cross Attentional Product Network for User Response Prediction. CIKM 2021: 221-230 - [c91]Abby Stylianou, Robert Pless, Nadia Shakoor, Todd C. Mockler:
Classification and Visualization of Genotype × Phenotype Interactions in Biomass Sorghum. ICCVW 2021: 1352-1361 - [i12]Zekai Chen, Fangtian Zhong, Zhumin Chen, Xiao Zhang, Robert Pless, Xiuzhen Cheng:
DCAP: Deep Cross Attentional Product Network for User Response Prediction. CoRR abs/2105.08649 (2021) - [i11]Abby Stylianou, Robert Pless, Nadia Shakoor, Todd C. Mockler:
Classification and Visualization of Genotype x Phenotype Interactions in Biomass Sorghum. CoRR abs/2108.04090 (2021) - 2020
- [c90]Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless:
Hard Negative Examples are Hard, but Useful. ECCV (14) 2020: 126-142 - [c89]Hong Xuan, Abby Stylianou, Robert Pless:
Improved Embeddings with Easy Positive Triplet Mining. WACV 2020: 2463-2471 - [c88]Xiaotong Liu, Zeyu Zhang, Roxana Leontie, Abby Stylianou, Robert Pless:
2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets. WACV 2020: 2539-2547 - [i10]Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless:
Hard negative examples are hard, but useful. CoRR abs/2007.12749 (2020)
2010 – 2019
- 2019
- [c87]Abby Stylianou, Hong Xuan, Maya Shende, Jonathan Brandt, Richard Souvenir, Robert Pless:
Hotels-50K: A Global Hotel Recognition Dataset. AAAI 2019: 726-733 - [c86]Abby Stylianou, Richard Souvenir, Robert Pless:
Visualizing Deep Similarity Networks. WACV 2019: 2029-2037 - [i9]Abby Stylianou, Richard Souvenir, Robert Pless:
Visualizing Deep Similarity Networks. CoRR abs/1901.00536 (2019) - [i8]Abby Stylianou, Hong Xuan, Maya Shende, Jonathan Brandt, Richard Souvenir, Robert Pless:
Hotels-50K: A Global Hotel Recognition Dataset. CoRR abs/1901.11397 (2019) - [i7]Hong Xuan, Abby Stylianou, Robert Pless:
Improved Embeddings with Easy Positive Triplet Mining. CoRR abs/1904.04370 (2019) - [i6]Xiaotong Liu, Hong Xuan, Zeyu Zhang, Abby Stylianou, Robert Pless:
Visualizing How Embeddings Generalize. CoRR abs/1909.07464 (2019) - [i5]Menghua Zhai, Tawfiq Salem, Connor Greenwell, Scott Workman, Robert Pless, Nathan Jacobs:
Learning Geo-Temporal Image Features. CoRR abs/1909.07499 (2019) - [i4]Abby Stylianou, Richard Souvenir, Robert Pless:
TraffickCam: Explainable Image Matching For Sex Trafficking Investigations. CoRR abs/1910.03455 (2019) - 2018
- [c85]Samsara N. Counts, Justine-Louise Manning, Robert Pless:
Characterizing the Visual Social Media Environment of Eating Disorders. AIPR 2018: 1-6 - [c84]Menghua Zhai, Tawfiq Salem, Connor Greenwell, Scott Workman, Robert Pless, Nathan Jacobs:
Learning Geo-Temporal Image Features. BMVC 2018: 144 - [c83]Hong Xuan, Richard Souvenir, Robert Pless:
Deep Randomized Ensembles for Metric Learning. ECCV (16) 2018: 751-762 - [c82]Di Qi, Joshua Arfin, Mengxue Zhang, Tushar Mathew, Robert Pless, Brendan Juba:
Anomaly Explanation Using Metadata. WACV 2018: 1916-1924 - [i3]Hong Xuan, Richard Souvenir, Robert Pless:
Deep Randomized Ensembles for Metric Learning. CoRR abs/1808.04469 (2018) - 2017
- [c81]Abby Stylianou, Jessica Schreier, Richard Souvenir, Robert Pless:
TraffickCam: Crowdsourced and Computer Vision Based Approaches to Fighting Sex Trafficking. AIPR 2017: 1-8 - [c80]Robert Pless, Rebecca Begtrup, Lulwah Alkulaib, Samsara N. Counts, James Harnett, Justine-Louise Manning, Hong Xuan, David A. Broniatowski:
Recognizing Images of Eating Disorders in Social Media. SMM4H@AMIA 2017: 42 - [c79]Paul Upchurch, Jacob R. Gardner, Geoff Pleiss, Robert Pless, Noah Snavely, Kavita Bala, Kilian Q. Weinberger:
Deep Feature Interpolation for Image Content Changes. CVPR 2017: 6090-6099 - 2016
- [c78]Abby Stylianou, Robert Pless:
SparkleGeometry: Glitter Imaging for 3D Point Tracking. CVPR Workshops 2016: 919-926 - [c77]Ian Schillebeeckx, Robert Pless:
Single Image Camera Calibration with Lenticular Arrays for Augmented Reality. CVPR 2016: 3290-3298 - [c76]Ian Schillebeeckx, Robert Pless:
Pose Hashing with Microlens Arrays. ECCV (3) 2016: 600-614 - [c75]Ian Schillebeeckx, Robert Pless:
Using Chromo-coded light fields for augmented reality. VR 2016: 281-282 - [i2]Paul Upchurch, Jacob R. Gardner, Kavita Bala, Robert Pless, Noah Snavely, Kilian Q. Weinberger:
Deep Feature Interpolation for Image Content Changes. CoRR abs/1611.05507 (2016) - 2015
- [c74]Ian Schillebeeckx, Joshua Little, Brendan Kelly, Robert Pless:
The Geometry of Colorful, Lenticular Fiducial Markers. 3DV 2015: 487-499 - [c73]Abby Stylianou, Abigail Norling-Ruggles, Richard Souvenir, Robert Pless:
Indexing open imagery to create tools to fight sex trafficking. AIPR 2015: 1-6 - [c72]Ian Schillebeeckx, Robert Pless:
Structured Light Field Design for Correspondence Free Rotation Estimation. ICCP 2015: 1-10 - [c71]Calvin Murdock, Nathan Jacobs, Robert Pless:
Building Dynamic Cloud Maps from the Ground Up. ICCV 2015: 684-692 - [c70]Abby Stylianou, Austin Abrams, Robert Pless:
Characterizing Feature Matching Performance over Long Time Periods. WACV 2015: 892-898 - [c69]J. Aaron Hipp, Alicia Manteiga, Amanda Burgess, Abby Stylianou, Robert Pless:
Cameras and crowds in transportation tracking. Wireless Health 2015: 6:1-6:8 - 2014
- [c68]Joseph D. O'Sullivan, Abby Stylianou, Austin Abrams, Robert Pless:
Democratizing the visualization of 500 million webcam images. AIPR 2014: 1-5 - [c67]Abby Stylianou, Joseph D. O'Sullivan, Austin Abrams, Robert Pless:
Images don't forget: Online photogrammetry to find lost graves. AIPR 2014: 1-8 - [c66]Austin Abrams, Ian Schillebeeckx, Robert Pless:
Structure from shadow motion. ICCP 2014: 1-8 - 2013
- [j18]Guoliang Xing, Chenyang Lu, Xiaohua Jia, Robert Pless:
Localized and configurable topology control in lossy wireless sensor networks. Ad Hoc Networks 11(4): 1345-1358 (2013) - [j17]Nathan Jacobs, Austin Abrams, Robert Pless:
Two Cloud-Based Cues for Estimating Scene Structure and Camera Calibration. IEEE Trans. Pattern Anal. Mach. Intell. 35(10): 2526-2538 (2013) - [j16]Austin Abrams, Robert Pless:
Web-accessible geographic integration and calibration of webcams. ACM Trans. Multim. Comput. Commun. Appl. 9(1): 8:1-8:20 (2013) - [c65]Austin Abrams, Kylia Miskell, Robert Pless:
The Episolar Constraint: Monocular Shape from Shadow Correspondence. CVPR 2013: 1407-1414 - [c64]Ruth West, Abby Halley, Jarlath O'Neil-Dunne, Daniel Gordon, Robert Pless:
Collaborative imaging of urban forest dynamics: augmenting re-photography to visualize changes over time. ERVR 2013: 86490L - [c63]Abby Stylianou, Austin Abrams, Robert Pless:
Finding Jane Doe: A forensic application of 2D image calibration. ICDP 2013: 1-6 - [c62]J. Aaron Hipp, Deepti Adlakha, Rebecca Gernes, Agata Kargol, Robert Pless:
Do you see what I see: crowdsource annotation of captured scenes. SenseCam 2013: 24-25 - [c61]Ruth West, Abby Halley, Daniel Gordon, Jarlath O'Neil-Dunne, Robert Pless:
Collaborative rephotography. SIGGRAPH Studio Talks 2013: 20:1 - [c60]Calvin Murdock, Nathan Jacobs, Robert Pless:
Webcam2Satellite: Estimating cloud maps from webcam imagery. WACV 2013: 214-221 - [i1]Austin Abrams, Christopher Hawley, Kylia Miskell, Adina Stoica, Nathan Jacobs, Robert Pless:
Shadow Estimation Method for "The Episolar Constraint: Monocular Shape from Shadow Correspondence". CoRR abs/1304.4112 (2013) - 2012
- [c59]Austin Abrams, Christopher Hawley, Robert Pless:
Heliometric Stereo: Shape from Sun Position. ECCV (2) 2012: 357-370 - [c58]Austin Abrams, Jim Tucek, Joshua Little, Nathan Jacobs, Robert Pless:
LOST: Longterm Observation of Scenes (with Tracks). WACV 2012: 297-304 - [c57]Joshua Little, Austin Abrams, Robert Pless:
Tools for richer crowd source image annotations. WACV 2012: 369-374 - 2011
- [j15]Michael Dixon, Robert Glaubius, Philip Freeman, Robert Pless, Michael P. Gleason, Matthew M. Thomas, William D. Smart:
Measuring optical distortion in aircraft transparencies: a fully automated system for quantitative evaluation. Mach. Vis. Appl. 22(5): 791-804 (2011) - [c56]Michael Dixon, Austin Abrams, Nathan Jacobs, Robert Pless:
On analyzing video with very small motions. CVPR 2011: 425-432 - [c55]Nathan Jacobs, Kylia Miskell, Robert Pless:
Webcam geo-localization using aggregate light levels. WACV 2011: 132-138 - [c54]Austin Abrams, Emily Feder, Robert Pless:
Exploratory analysis of time-lapse imagery with fast subset PCA. WACV 2011: 336-343 - 2010
- [j14]Guoliang Xing, Xiangmao Chang, Chenyang Lu, Jianping Wang, Ke Shen, Robert Pless, Joseph A. O'Sullivan:
Efficient Coverage Maintenance Based on Probabilistic Distributed Detection. IEEE Trans. Mob. Comput. 9(9): 1346-1360 (2010) - [c53]Austin Abrams, Nick Fridrich, Nathan Jacobs, Robert Pless:
Participatory integration of live webcams into GIS. COM.Geo 2010 - [c52]Nathan Jacobs, Brian Bies, Robert Pless:
Using cloud shadows to infer scene structure and camera calibration. CVPR 2010: 1102-1109 - [c51]Nathan Jacobs, S. Schuh, Robert Pless:
Compressive sensing and differential image-motion estimation. ICASSP 2010: 718-721 - [c50]Austin Abrams, Robert Pless:
Webcams in context: web interfaces to create live 3D environments. ACM Multimedia 2010: 331-340
2000 – 2009
- 2009
- [j13]Robert Pless, Richard Souvenir:
A Survey of Manifold Learning for Images. IPSJ Trans. Comput. Vis. Appl. 1: 83-94 (2009) - [c49]Nathan Jacobs, Richard Souvenir, Robert Pless:
Passive vision: The global webcam imaging network. AIPR 2009: 1-8 - [c48]Robert Pless, Michael Dixon, Nathan Jacobs, Patrick Baker, Nicholas L. Cassimatis, Derek P. Brock, Ralph Hartley, Dennis Perzanowski:
Persistence and tracking: Putting vehicles and trajectories in context. AIPR 2009: 1-8 - [c47]Nathan Jacobs, Walker Burgin, Robert Speyer, D. Ross, Robert Pless:
Adventures in archiving and using three years of webcam images. CVPR Workshops 2009: 39-46 - [c46]Nathan Jacobs, Walker Burgin, Nick Fridrich, Austin Abrams, Kylia Miskell, Bobby H. Braswell, Andrew D. Richardson, Robert Pless:
The global network of outdoor webcams: properties and applications. GIS 2009: 111-120 - [c45]Manfred Georg, Robert Pless:
Fitting parametric road models to spatio-temporal derivatives. ICCV Workshops 2009: 421-427 - [c44]Nathan Jacobs, Michael Dixon, Scott Satkin, Robert Pless:
Efficient tracking of many objects in structured environments. ICCV Workshops 2009: 1161-1168 - [c43]Michael Dixon, Nathan Jacobs, Robert Pless:
An efficient system for vehicle tracking in multi-camera networks. ICDSC 2009: 1-8 - [c42]Nathan Jacobs, Robert Pless:
PhD forum: Calibrating and using the global network of outdoor webcams. ICDSC 2009: 1-2 - [c41]Po-Hsiang Lai, Joseph A. O'Sullivan, Robert Pless:
Minimum description length and clustering with exemplars. ISIT 2009: 1318-1322 - 2008
- [j12]Nathan Jacobs, Robert Pless:
Time Scales in Video Surveillance. IEEE Trans. Circuits Syst. Video Technol. 18(8): 1106-1113 (2008) - [c40]Manfred Georg, Richard Souvenir, Andrew Hope, Robert Pless:
Simultaneous data volume reconstruction and pose estimation from slice samples. CVPR 2008 - [c39]Manfred Georg, Richard Souvenir, Andrew Hope, Robert Pless:
Manifold learning for 4D CT reconstruction of the lung. CVPR Workshops 2008: 1-8 - [c38]Nathaniel Roman, Robert Pless:
A System for Rapid Interactive Training of Object Detectors. ISVC (2) 2008: 123-132 - [c37]Lu Liu, David Raber, David Nopachai, Paul K. Commean, David R. Sinacore, Fred W. Prior, Robert Pless, Tao Ju:
Interactive Separation of Segmented Bones in CT Volumes Using Graph Cut. MICCAI (1) 2008: 296-304 - [c36]Nathan Jacobs, Nathaniel Roman, Robert Pless:
Toward Fully Automatic Geo-Location and Geo-Orientation of Static Outdoor Cameras. WACV 2008: 1-6 - 2007
- [j11]Richard Souvenir, Robert Pless:
Image distance functions for manifold learning. Image Vis. Comput. 25(3): 365-373 (2007) - [j10]Guoliang Xing, Chenyang Lu, Ying Zhang, Qingfeng Huang, Robert Pless:
Minimum power configuration for wireless communication in sensor networks. ACM Trans. Sens. Networks 3(2): 11 (2007) - [c35]Nathan Jacobs, Nathaniel Roman, Robert Pless:
Consistent Temporal Variations in Many Outdoor Scenes. CVPR 2007 - [c34]Guoliang Xing, Chenyang Lu, Robert Pless:
Localized and Configurable Topology Control in Lossy Wireless Sensor Networks. ICCCN 2007: 75-80 - [c33]Nathan Jacobs, Scott Satkin, Nathaniel Roman, Robert Speyer, Robert Pless:
Geolocating Static Cameras. ICCV 2007: 1-6 - [c32]Michael Dixon, Frederick Heckel, Robert Pless, William D. Smart:
Faster and more accurate face detection on mobile robots using geometric constraints. IROS 2007: 1041-1046 - 2006
- [j9]Robert Pless:
Detecting Roads in Stabilized Video with the Spatio-Temporal Structure Tensor. GeoInformatica 10(1): 37-53 (2006) - [j8]Guoliang Xing, Chenyang Lu, Robert Pless, Qingfeng Huang:
Impact of Sensing Coverage on Greedy Geographic Routing Algorithms. IEEE Trans. Parallel Distributed Syst. 17(4): 348-360 (2006) - [c31]Michael Dixon, Nathan Jacobs, Robert Pless:
Finding Minimal Parameterizations of Cylindrical Image Manifolds. CVPR Workshops 2006: 192 - [c30]Qilong Zhang, Richard Souvenir, Robert Pless:
On Manifold Structure of Cardiac MRI Data: Application to Segmentation. CVPR (1) 2006: 1092-1098 - [c29]Qilong Zhang, Robert Pless:
Segmenting Multiple Familiar Objects Under Mutual Occlusion. ICIP 2006: 197-200 - [c28]Richard Souvenir, Qilong Zhang, Robert Pless:
Image Manifold Interpolation using Free-Form Deformations. ICIP 2006: 1437-1440 - [c27]Nathan Jacobs, Robert Pless:
Real-time constant memory visual summaries for surveillance. VSSN@MM 2006: 155-160 - 2005
- [j7]Robert Pless:
Spatio-temporal Background Models for Outdoor Surveillance. EURASIP J. Adv. Signal Process. 2005(14): 2281-2291 (2005) - [j6]Guoliang Xing, Xiaorui Wang, Yuanfang Zhang, Chenyang Lu, Robert Pless, Christopher D. Gill:
Integrated coverage and connectivity configuration for energy conservation in sensor networks. ACM Trans. Sens. Networks 1(1): 36-72 (2005) - [c26]Qilong Zhang, Robert Pless:
Segmenting Cardiopulmonary Images Using Manifold Learning with Level Sets. CVBIA 2005: 479-488 - [c25]Qilong Zhang, Richard Souvenir, Robert Pless:
Segmentation Informed by Manifold Learning. EMMCVPR 2005: 398-413 - [c24]Richard Souvenir, Robert Pless:
Manifold Clustering. ICCV 2005: 648-653 - [c23]Guoliang Xing, Chenyang Lu, Ying Zhang, Qingfeng Huang, Robert Pless:
Minimum power configuration in wireless sensor networks. MobiHoc 2005: 390-401 - [c22]John Wright, Robert Pless:
Analysis of Persistent Motion Patterns Using the 3D Structure Tensor. WACV/MOTION 2005: 14-19 - [c21]Richard Souvenir, Robert Pless:
Isomap and Nonparametric Models of Image Deformation. WACV/MOTION 2005: 195-200 - 2004
- [j5]Robert Pless:
Camera cluster in motion: motion estimation for generalized camera designs. IEEE Robotics Autom. Mag. 11(4): 39-44 (2004) - [c20]Robert Pless:
Differential Structure in non-Linear Image Embedding Functions. CVPR Workshops 2004: 10 - [c19]Qilong Zhang, Robert Pless:
Constraints for Heterogeneous Sensor Auto-Calibration. CVPR Workshops 2004: 38 - [c18]Robert Pless, David Jurgens:
Road extraction from motion cues in aerial video. GIS 2004: 31-38 - [c17]Qilong Zhang, Robert Pless:
Fusing video and sparse depth data in structure from motion. ICIP 2004: 3403-3406 - [c16]Guoliang Xing, Chenyang Lu, Robert Pless, Joseph A. O'Sullivan:
Co-Grid: an efficient coverage maintenance protocol for distributed sensor networks. IPSN 2004: 414-423 - [c15]Qilong Zhang, Robert Pless:
Extrinsic calibration of a camera and laser range finder (improves camera calibration). IROS 2004: 2301-2306 - [c14]Guoliang Xing, Chenyang Lu, Robert Pless, Qingfeng Huang:
On greedy geographic routing algorithms in sensing-covered networks. MobiHoc 2004: 31-42 - 2003
- [j4]Samir Khuller, Randeep Bhatia, Robert Pless:
On Local Search and Placement of Meters in Networks. SIAM J. Comput. 32(2): 470-487 (2003) - [c13]Robert Pless, John Larson, Scott Siebers, Ben Westover:
Evaluation of Local Models of Dynamic Backgrounds. CVPR (2) 2003: 73-78 - [c12]