Sinisa Todorovic

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 69

Top Venues

Publications

Liqiang He, Wei Wang, Albert Chen, Min Sun, Cheng-Hao Kuo, Sinisa Todorovic
Bidirectional Alignment for Domain Adaptive Detection with Transformers. ICCV (2023)
Nicolas Aziere, Sinisa Todorovic
Markov Game Video Augmentation for Action Segmentation. ICCV (2023)
Khoi Nguyen, Sinisa Todorovic
iFS-RCNN: An Incremental Few-shot Instance Segmenter. CVPR (2022)
Nicolas Aziere, Sinisa Todorovic
Multistage temporal convolution transformer for action segmentation. Image Vis. Comput. 128 (2022)
Khoi Nguyen, Sinisa Todorovic
iFS-RCNN: An Incremental Few-shot Instance Segmenter. CoRR (2022)
Liqiang He, Lu Xia, Jiajia Luo, Ke Zhang, Yuyin Sun, Nan Qiao, Cheng-Hao Kuo, Sinisa Todorovic
A polar-edge context-aware (PECA) network for mirror segmentation. Image Vis. Comput. 121 (2022)
Liqiang He, Sinisa Todorovic
DESTR: Object Detection with Split Transformer. CVPR (2022)
Khoi Nguyen, Sinisa Todorovic
A Weakly Supervised Amodal Segmenter with Boundary Uncertainty Estimation. ICCV (2021)
Khoi Nguyen, Sinisa Todorovic
FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter. CoRR (2021)
Jun Li, Sinisa Todorovic
Action Shuffle Alternating Learning for Unsupervised Action Segmentation. CoRR (2021)
Jun Li, Sinisa Todorovic
Anchor-Constrained Viterbi for Set-Supervised Action Segmentation. CVPR (2021)
Jun Li, Sinisa Todorovic
Anchor-Constrained Viterbi for Set-Supervised Action Segmentation. CoRR (2021)
Khoi Nguyen, Sinisa Todorovic
A Weakly Supervised Amodal Segmenter with Boundary Uncertainty Estimation. CoRR (2021)
Khoi Nguyen, Sinisa Todorovic
FAPIS: A Few-Shot Anchor-Free Part-Based Instance Segmenter. CVPR (2021)
Jun Li, Sinisa Todorovic
Action Shuffle Alternating Learning for Unsupervised Action Segmentation. CVPR (2021)
Arjun R. Akula, Keze Wang, Changsong Liu, Sari Saba-Sadiya, Hongjing Lu, Sinisa Todorovic, Joyce Chai, Song-Chun Zhu
CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models. CoRR (2021)
Khoi Nguyen, Sinisa Todorovic
A Self-supervised GAN for Unsupervised Few-shot Object Recognition. ICPR (2020)
Jun Li, Sinisa Todorovic
Set-Constrained Viterbi for Set-Supervised Action Segmentation. CoRR (2020)
Jun Li, Fuxin Li, Sinisa Todorovic
Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform. CoRR (2020)
Jun Li, Fuxin Li, Sinisa Todorovic
Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform. ICLR (2020)
Jun Li, Sinisa Todorovic
Set-Constrained Viterbi for Set-Supervised Action Segmentation. CVPR (2020)
Khoi Nguyen, Sinisa Todorovic
A Self-supervised GAN for Unsupervised Few-shot Object Recognition. CoRR (2020)
Arjun R. Akula, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu
Natural Language Interaction with Explainable AI Models. CVPR Workshops (2019)
Arjun R. Akula, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu
Natural Language Interaction with Explainable AI Models. CoRR (2019)
Khoi Nguyen, Sinisa Todorovic
Feature Weighting and Boosting for Few-Shot Segmentation. CoRR (2019)
Khoi Nguyen, Sinisa Todorovic
Feature Weighting and Boosting for Few-Shot Segmentation. ICCV (2019)
Jun Li, Peng Lei, Sinisa Todorovic
Weakly Supervised Energy-Based Learning for Action Segmentation. ICCV (2019)
Jun Li, Peng Lei, Sinisa Todorovic
Weakly Supervised Energy-Based Learning for Action Segmentation. CoRR (2019)
Arjun R. Akula, Changsong Liu, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu
Explainable AI as Collaborative Task Solving. CVPR Workshops (2019)
Arjun R. Akula, Changsong Liu, Sari Saba-Sadiya, Hongjing Lu, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu
X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust. CoRR (2019)
Nicolas Aziere, Sinisa Todorovic
Ensemble Deep Manifold Similarity Learning Using Hard Proxies. CVPR (2019)
Laurel Cooper, Austin Meier, Marie-Angélique Laporte, Justin Elser, Chris Mungall, Brandon T. Sinn, Dario Cavaliere, Seth Carbon, Nathan A. Dunn, Barry Smith, Botong Qu, Justin Preece, Eugene Zhang, Sinisa Todorovic, Georgios V. Gkoutos, John H. Doonan, Dennis W. Stevenson, Elizabeth Arnaud, Pankaj Jaiswal
The Planteome database: an integrated resource for reference ontologies, plant genomics and phenomics. Nucleic Acids Res. 46 (Database-Issue) (2018)
Anirban Roy, Sinisa Todorovic
Learning to Learn Second-Order Back-Propagation for CNNs Using LSTMs. ICPR (2018)
Peng Lei, Fuxin Li, Sinisa Todorovic
Boundary Flow: A Siamese Network That Predicts Boundary Motion Without Training on Motion. CVPR (2018)
Peng Lei, Sinisa Todorovic
Temporal Deformable Residual Networks for Action Segmentation in Videos. CVPR (2018)
Dan Xie, Tianmin Shu, Sinisa Todorovic, Song-Chun Zhu
Learning and Inferring "Dark Matter" and Predicting Human Intents and Trajectories in Videos. IEEE Trans. Pattern Anal. Mach. Intell. 40 (7) (2018)
Dimitrios Trigkakis, Justin Preece, Austin Meier, Justin Elser, Kristian Kvilekval, Dmitry Fedorov, B. S. Manjunath, Pankaj Jaiswal, Sinisa Todorovic
Planteome & BisQue: Automating Image Annotation with Ontologies using Deep-Learning Networks. ICBO (2018)
Michael Lam, Behrooz Mahasseni, Sinisa Todorovic
Fine-Grained Recognition as HSnet Search for Informative Image Parts. CVPR (2017)
Jean Kossaifi, Georgios Tzimiropoulos, Sinisa Todorovic, Maja Pantic
AFEW-VA database for valence and arousal estimation in-the-wild. Image Vis. Comput. 65 (2017)
Tianmin Shu, Sinisa Todorovic, Song-Chun Zhu
CERN: Confidence-Energy Recurrent Network for Group Activity Recognition. CVPR (2017)
Behrooz Mahasseni, Michael Lam, Sinisa Todorovic
Unsupervised Video Summarization with Adversarial LSTM Networks. CVPR (2017)
Behrooz Mahasseni, Sinisa Todorovic, Alan Fern
Budget-Aware Deep Semantic Video Segmentation. CVPR (2017)
Hamid Mahmoudabadi, Michael J. Olsen, Sinisa Todorovic
Detecting sudden moving objects in a series of digital images with different exposure times. Comput. Vis. Image Underst. 158 (2017)
Peng Lei, Fuxin Li, Sinisa Todorovic
Joint Spatio-Temporal Boundary Detection and Boundary Flow Prediction with a Fully Convolutional Siamese Network. CoRR (2017)
Tianmin Shu, Sinisa Todorovic, Song-Chun Zhu
CERN: Confidence-Energy Recurrent Network for Group Activity Recognition. CoRR (2017)
Zhuo Deng, Sinisa Todorovic, Longin Jan Latecki
Unsupervised object region proposals for RGB-D indoor scenes. Comput. Vis. Image Underst. 154 (2017)
Anirban Roy, Sinisa Todorovic
Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation. CVPR (2017)
Laurel Cooper, Austin Meier, Justin Elser, Justin Preece, Xu Xu, Ryan Kitchen, Botong Qu, Eugene Zhang, Sinisa Todorovic, Pankaj Jaiswal, Marie-Angélique Laporte, Elizabeth Arnaud, Seth Carbon, Chris Mungall, Barry Smith, Georgios V. Gkoutos, John H. Doonan
The Planteome Project. ICBO/BioCreative (2016)
Mohamed R. Amer, Sinisa Todorovic
Sum Product Networks for Activity Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 38 (4) (2016)
Behrooz Mahasseni, Sinisa Todorovic, Alan Fern
Approximate Policy Iteration for Budgeted Semantic Video Segmentation. CoRR (2016)
Sebastian Kaltwang, Sinisa Todorovic, Maja Pantic
Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 38 (9) (2016)
Anirban Roy, Sinisa Todorovic
Monocular Depth Estimation Using Neural Regression Forest. CVPR (2016)
Peng Lei, Sinisa Todorovic
Recurrent Temporal Deep Field for Semantic Video Labeling. ECCV (5) (2016)
Dan Xie, Tianmin Shu, Sinisa Todorovic, Song-Chun Zhu
Modeling and Inferring Human Intents and Latent Functional Objects for Trajectory Prediction. CoRR (2016)
Anirban Roy, Sinisa Todorovic, Longin Jan Latecki
Context-regularized learning of fully convolutional networks for scene labeling. ICPR (2016)
Xu Xu, Sinisa Todorovic
Beam search for learning a deep Convolutional Neural Network of 3D shapes. ICPR (2016)
Justin Preece, Justin Elser, Pankaj Jaiswal, Kristian Kvilekval, Dmitry Fedorov, B. S. Manjunath, Ryan Kitchen, Xu Xu, Dmitrios Trigkakis, Sinisa Todorovic, Seth Carbon
Plant Image Segmentation and Annotation with Ontologies in BisQue. ICBO/BioCreative (2016)
Xu Xu, Sinisa Todorovic
Beam Search for Learning a Deep Convolutional Neural Network of 3D Shapes. CoRR (2016)
Peng Lei, Sinisa Todorovic
Modeling human-skeleton motion patterns using conditional deep Boltzmann machine. ICPR (2016)
Behrooz Mahasseni, Sinisa Todorovic
Regularizing Long Short Term Memory with 3D Human-Skeleton Sequences for Action Recognition. CVPR (2016)
Anirban Roy, Sinisa Todorovic
A Multi-scale CNN for Affordance Segmentation in RGB Images. ECCV (4) (2016)
Sheng Chen, Alan Fern, Sinisa Todorovic
Person count localization in videos from noisy foreground and detections. CVPR (2015)
Shell Xu Hu, Christopher K. I. Williams, Sinisa Todorovic
Tree-Cut for Probabilistic Image Segmentation. CoRR (2015)
Sebastian Kaltwang, Sinisa Todorovic, Maja Pantic
Latent trees for estimating intensity of Facial Action Units. CVPR (2015)
Tianmin Shu, Dan Xie, Brandon Rothrock, Sinisa Todorovic, Song-Chun Zhu
Joint inference of groups, events and human roles in aerial videos. CVPR (2015)
Michael Lam, Janardhan Rao Doppa, Sinisa Todorovic, Thomas G. Dietterich
ℋC-search for structured prediction in computer vision. CVPR (2015)
Tianmin Shu, Dan Xie, Brandon Rothrock, Sinisa Todorovic, Song-Chun Zhu
Joint Inference of Groups, Events and Human Roles in Aerial Videos. CoRR (2015)
Zhuo Deng, Sinisa Todorovic, Longin Jan Latecki
Semantic Segmentation of RGBD Images with Mutex Constraints. ICCV (2015)
Mohamed R. Amer, Siavash Yousefi, Raviv Raich, Sinisa Todorovic
Monocular Extraction of 2.1D Sketch Using Constrained Convex Optimization. Int. J. Comput. Vis. 112 (1) (2015)
Mohamed Rabie Amer, Peng Lei, Sinisa Todorovic
HiRF: Hierarchical Random Field for Collective Activity Recognition in Videos. ECCV (6) (2014)
Anirban Roy, Sinisa Todorovic
Scene Labeling Using Beam Search under Mutex Constraints. CVPR (2014)
Sheng Chen, Zhongyuan Feng, Qingkai Lu, Behrooz Mahasseni, Trevor Fiez, Alan Fern, Sinisa Todorovic
Play type recognition in real-world football video. WACV (2014)
Nikhil Lingutla, Justin Preece, Sinisa Todorovic, Laurel Cooper, Laura Moore, Pankaj Jaiswal
AISO: Annotation of Image Segments with Ontologies. J. Biomed. Semant. 5 (2014)
Sheng Chen, Alan Fern, Sinisa Todorovic
Multi-object Tracking via Constrained Sequential Labeling. CVPR (2014)
Mohamed R. Amer, Sinisa Todorovic, Alan Fern, Song-Chun Zhu
Monte Carlo Tree Search for Scheduling Activity Recognition. ICCV (2013)
Nadia Payet, Sinisa Todorovic
Hough Forest Random Field for Object Recognition and Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 35 (5) (2013)
Dan Xie, Sinisa Todorovic, Song-Chun Zhu
Inferring "Dark Matter" and "Dark Energy" from Videos. ICCV (2013)
Nadia Payet, Sinisa Todorovic
SLEDGE: Sequential Labeling of Image Edges for Boundary Detection. Int. J. Comput. Vis. 104 (1) (2013)
Michael Lam, Janardhan Rao Doppa, Xu Hu, Sinisa Todorovic, Thomas G. Dietterich, Abigail Reft, Marymegan Daly
Learning to Detect Basal Tubules of Nematocysts in SEM Images. ICCV Workshops (2013)
Xu Hu, Michael Lam, Sinisa Todorovic, Thomas G. Dietterich, Maureen A. OLeary, Andrea L. Cirranello, Nancy B. Simmons, Paúl M. Velazco
Zero-Shot Learning and Detection of Teeth in Images of Bat Skulls. ICCV Workshops (2013)
Behrooz Mahasseni, Sinisa Todorovic
Latent Multitask Learning for View-Invariant Action Recognition. ICCV (2013)
Behrooz Mahasseni, Sheng Chen, Alan Fern, Sinisa Todorovic
Detecting the Moment of Snap in Real-World Football Videos. IAAI (2013)
Mohamed R. Amer, Sinisa Todorovic
Sum-product networks for modeling activities with stochastic structure. CVPR (2012)
Mohamed R. Amer, Dan Xie, Mingtian Zhao, Sinisa Todorovic, Song Chun Zhu
Cost-Sensitive Top-Down/Bottom-Up Inference for Multiscale Activity Recognition. ECCV (4) (2012)
William Curran, Travis Moore, Todd Kulesza, Weng-Keen Wong, Sinisa Todorovic, Simone Stumpf, Rachel White, Margaret M. Burnett
Towards recognizing "cool": can end users help computer vision recognize subjective attributes of objects in images? IUI (2012)
Sinisa Todorovic
Human Activities as Stochastic Kronecker Graphs. ECCV (2) (2012)
Mizuki Kagaya, William Brendel, Qingqing Deng, Todd Kesterson, Sinisa Todorovic, Patrick J. Neill, Eugene Zhang
Video Painting with Space-Time-Varying Style Parameters. IEEE Trans. Vis. Comput. Graph. 17 (1) (2011)
Sinisa Todorovic, Rama Chellappa
Editorial. Int. J. Comput. Vis. 93 (2) (2011)
William Brendel, Mohamed R. Amer, Sinisa Todorovic
Multiobject tracking as maximum weight independent set. CVPR (2011)
Joseph Selman, Mohamed R. Amer, Alan Fern, Sinisa Todorovic
PEL-CNF: Probabilistic event logic conjunctive normal form for video interpretation. ICCV Workshops (2011)
Nadia Payet, Sinisa Todorovic
From contours to 3D object detection and pose estimation. ICCV (2011)
William Brendel, Alan Fern, Sinisa Todorovic
Probabilistic event logic for interval-based event recognition. CVPR (2011)
Nadia Payet, Sinisa Todorovic
Scene shape from texture of objects. CVPR (2011)
Mohamed R. Amer, Emil Bilgazyev, Sinisa Todorovic, Shishir K. Shah, Ioannis A. Kakadiaris, Lorenzo Ciannelli
Fine-grained categorization of fish motion patterns in underwater videos. ICCV Workshops (2011)
William Brendel, Sinisa Todorovic
Learning spatiotemporal graphs of human activities. ICCV (2011)
Mohamed R. Amer, Sinisa Todorovic
A chains model for localizing participants of group activities in videos. ICCV (2011)
Nadia Payet, Sinisa Todorovic
From a Set of Shapes to Object Discovery. ECCV (5) (2010)
William Brendel, Sinisa Todorovic
Segmentation as Maximum-Weight Independent Set. NIPS (2010)
Yijun Sun, Sinisa Todorovic, Steve Goodison
Local-Learning-Based Feature Selection for High-Dimensional Data Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 32 (9) (2010)
William Brendel, Sinisa Todorovic
Activities as Time Series of Human Postures. ECCV (2) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sinisa Todorovic