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Research Output

2020

Faster subgradient methods for functions with Hölderian growth

Johnstone, P. R. & Moulin, P., Mar 1 2020, In : Mathematical Programming. 180, 1-2, p. 417-450 34 p.

Research output: Contribution to journalArticle

2019

Lap-Based Video Frame Interpolation

Jayashankar, T., Moulin, P., Blu, T. & Gilliam, C., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 4195-4199 5 p. 8803484. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On information-theoretic characterizations of markov random fields and subfields

Yeung, R. W., Al-Bashabsheh, A., Chen, C., Chen, Q. & Moulin, P., Mar 2019, In : IEEE Transactions on Information Theory. 65, 3, p. 1493-1511 19 p., 8444473.

Research output: Contribution to journalArticle

Random ensemble of locally optimum detectors for detection of adversarial examples

Goel, A. & Moulin, P., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1189-1193 5 p. 8646479. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Understanding the dynamics of social interactions: A multi-modal multi-view approach

Trabelsi, R., Varadarajan, J., Zhang, L., Jabri, I., Pei, Y., Smach, F., Bouallegue, A. & Moulin, P., Feb 2019, In : ACM Transactions on Multimedia Computing, Communications and Applications. 15, 1s, 15.

Research output: Contribution to journalArticle

2018

GPU accelerated probabilistic latent sequential motifs for activity analysis

Mohiuddin, K. W., Varadarajan, J., Emonet, R., Odobez, J. M. & Moulin, P., Jan 1 2018, VISAPP. Imai, F., Tremeau, A. & Braz, J. (eds.). SciTePress, p. 409-418 10 p. (VISIGRAPP 2018 - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 5).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

Active online anomaly detection using dirichlet process mixture model and Gaussian process classification

Varadarajan, J., Subramanian, R., Ahuja, N., Moulin, P. & Odobez, J. M., May 11 2017, Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017. Institute of Electrical and Electronics Engineers Inc., p. 615-623 9 p. 7926657. (Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Convergence rates of inertial splitting schemes for nonconvex composite optimization

Johnstone, P. R. & Moulin, P., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4716-4720 5 p. 7953051. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information-theoretic characterizations of Markov random fields and subfields

Yeung, R. W., Al-Bashabsheh, A., Chen, C., Chen, Q. & Moulin, P., Aug 9 2017, 2017 IEEE International Symposium on Information Theory, ISIT 2017. Institute of Electrical and Electronics Engineers Inc., p. 3040-3044 5 p. 8007088. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Local and global convergence of a general inertial proximal splitting scheme for minimizing composite functions

Johnstone, P. R. & Moulin, P., Jun 1 2017, In : Computational Optimization and Applications. 67, 2, p. 259-292 34 p.

Research output: Contribution to journalArticle

Locally optimal detection of adversarial inputs to image classifiers

Moulin, P. & Goel, A., Sep 5 2017, 2017 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2017. Institute of Electrical and Electronics Engineers Inc., p. 459-464 6 p. 8026257. (2017 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lower bounds on rate of fixed-length source codes under average- and 6-fidelity constraints

Moulin, P., Aug 9 2017, 2017 IEEE International Symposium on Information Theory, ISIT 2017. Institute of Electrical and Electronics Engineers Inc., p. 3220-3224 5 p. 8007124

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi-modal social interaction recognition using view-invariant features

Trabelsi, R., Varadarajan, J., Pei, Y., Zhang, L., Jabri, I., Bouallegue, A. & Moulin, P., Nov 13 2017, ISIAA 2017 - Proceedings of the 1st ACM SIGCHI International Workshop on Investigating Social Interactions with Artificial Agents, Co-located with ICMI 2017. Lefevre, F., Chaminade, T., Ngyuen, N. & Ochs, M. (eds.). Association for Computing Machinery, Inc, p. 47-48 2 p. (ISIAA 2017 - Proceedings of the 1st ACM SIGCHI International Workshop on Investigating Social Interactions with Artificial Agents, Co-located with ICMI 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robust multi-modal cues for dyadic human interaction recognition

Trabelsi, R., Varadarajan, J., Pei, Y., Zhang, L., Jabri, I., Bouallegue, A. & Moulin, P., Oct 27 2017, MUSA2 2017 - Proceedings of the Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes, co-located with MM 2017. Association for Computing Machinery, Inc, p. 47-53 7 p. (MUSA2 2017 - Proceedings of the Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes, co-located with MM 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robust visual tracking using oblique random forests

Zhang, L., Varadarajan, J., Suganthan, P. N., Ahuja, N. & Moulin, P., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 5825-5834 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Source coding with distortion profile constraints

Moulin, P., Aug 9 2017, 2017 IEEE International Symposium on Information Theory, ISIT 2017. Institute of Electrical and Electronics Engineers Inc., p. 3215-3219 5 p. 8007123

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The Log-Volume of Optimal Codes for Memoryless Channels, Asymptotically Within a Few Nats

Moulin, P., Apr 2017, In : IEEE Transactions on Information Theory. 63, 4, p. 2278-2313 36 p., 7803558.

Research output: Contribution to journalArticle

2016

Asymptotically achievable error probabilities for multiple hypothesis testing

Moulin, P., Aug 10 2016, Proceedings - ISIT 2016; 2016 IEEE International Symposium on Information Theory. Institute of Electrical and Electronics Engineers Inc., p. 1541-1545 5 p. 7541557. (IEEE International Symposium on Information Theory - Proceedings; vol. 2016-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Localized multifeature metric learning for image-set-based face recognition

Lu, J., Wang, G. & Moulin, P., Mar 2016, In : IEEE Transactions on Circuits and Systems for Video Technology. 26, 3, p. 529-540 12 p., 7060677.

Research output: Contribution to journalArticle

Multiple Granularity Modeling: A Coarse-to-Fine Framework for Fine-grained Action Analysis

Ni, B., Paramathayalan, V. R., Li, T. & Moulin, P., Oct 1 2016, In : International Journal of Computer Vision. 120, 1, p. 28-43 16 p.

Research output: Contribution to journalArticle

2015

A classification centric quantizer for efficient encoding of predictive feature errors

Deeann Chen, S. & Moulin, P., Apr 24 2015, Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers. Matthews, M. B. (ed.). IEEE Computer Society, p. 2098-2102 5 p. 7094844. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2015-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Approximationorder of the lap optical flow algorithm

Blu, T., Moulin, P. & Gilliam, C., Dec 9 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, p. 48-52 5 p. 7350757. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Convergence of an inertial proximal method for l1-regularized least-squares

Johnstone, P. R. & Moulin, P., Aug 4 2015, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3566-3570 5 p. 7178635. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deep hashing for compact binary codes learning

Liong, V. E., Lu, J., Wang, G., Moulin, P. & Zhou, J., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 2475-2483 9 p. 7298862. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Joint feature learning for face recognition

Lu, J., Liong, V. E., Wang, G. & Moulin, P., Jul 1 2015, In : IEEE Transactions on Information Forensics and Security. 10, 7, p. 1371-1383 13 p., 7053922.

Research output: Contribution to journalArticle

Motion Part Regularization: Improving action recognition via trajectory group selection

Ni, B., Moulin, P., Yang, X. & Yan, S., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 3698-3706 9 p. 7298993. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi-feature hashing based on SNR maximization

Yu, H. & Moulin, P., Dec 9 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, p. 1815-1819 5 p. 7351114. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi-manifold deep metric learning for image set classification

Lu, J., Wang, G., Deng, W., Moulin, P. & Zhou, J., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 1137-1145 9 p. 7298717. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On MMSE estimation from quantized observations in the nonasymptotic regime

Lee, J., Raginsky, M. & Moulin, P., Sep 28 2015, Proceedings - 2015 IEEE International Symposium on Information Theory, ISIT 2015. Institute of Electrical and Electronics Engineers Inc., p. 2924-2928 5 p. 7282992. (IEEE International Symposium on Information Theory - Proceedings; vol. 2015-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Order preserving sparse coding

Ni, B., Moulin, P. & Yan, S., Aug 1 2015, In : IEEE transactions on pattern analysis and machine intelligence. 37, 8, p. 1615-1628 14 p., 2362935.

Research output: Contribution to journalArticle

SNR maximization hashing

Yu, H. & Moulin, P., Sep 1 2015, In : IEEE Transactions on Information Forensics and Security. 10, 9, p. 1927-1938 12 p., 7111289.

Research output: Contribution to journalArticle

SNR maximization hashing for learning compact binary codes

Yu, H. & Moulin, P., Aug 4 2015, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1692-1696 5 p. 7178259. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Strong large deviations for Rao test score and GLRT in exponential families

Moulin, P. & Johnstone, P. R., Sep 28 2015, Proceedings - 2015 IEEE International Symposium on Information Theory, ISIT 2015. Institute of Electrical and Electronics Engineers Inc., p. 779-783 5 p. 7282561. (IEEE International Symposium on Information Theory - Proceedings; vol. 2015-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014

A two-part predictive coder for multitask signal compression

Deeann Chen, S. & Moulin, P., 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 2035-2039 5 p. 6853956

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Beta process multiple kernel learning

Ni, B., Li, T. & Moulin, P., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 963-970 8 p. 6909523. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fingerprint information maximization for content identification

Naini, R. & Moulin, P., Jan 1 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 3809-3813 5 p. 6854314. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Human identity and gender recognition from gait sequences with arbitrary walking directions

Lu, J., Wang, G. & Moulin, P., Jan 1 2014, In : IEEE Transactions on Information Forensics and Security. 9, 1, p. 51-61 11 p., 6671367.

Research output: Contribution to journalArticle

Multiple granularity analysis for fine-grained action detection

Ni, B., Paramathayalan, V. R. & Moulin, P., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 756-763 8 p. 6909497. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On the Fingerprinting Capacity Games for Arbitrary Alphabets and Their Asymptotics

Huang, Y. W. & Moulin, P., Sep 2014, In : IEEE Transactions on Information Forensics and Security. 9, 9, p. 1477-1490 14 p., 6853368.

Research output: Contribution to journalArticle

Pipelining localized semantic features for fine-grained action recognition

Zhou, Y., Ni, B., Yan, S., Moulin, P. & Tian, Q., Jan 1 2014, Computer Vision, ECCV 2014 - 13th European Conference, Proceedings. PART 4 ed. Springer-Verlag, p. 481-496 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8692 LNCS, no. PART 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pose Adaptive Motion Feature Pooling for Human Action Analysis

Ni, B., Moulin, P. & Yan, S., Jan 1 2014, In : International Journal of Computer Vision. 111, 2, p. 229-248 20 p.

Research output: Contribution to journalArticle

Regularized Adaboost Learning for Identification of Time-Varying Content

Yu, H. & Moulin, P., Oct 2014, In : IEEE Transactions on Information Forensics and Security. 9, 10, p. 1606-1616 11 p., 6877701.

Research output: Contribution to journalArticle

Second-order capacities of erasure and list decoding

Tan, V. Y. F. & Moulin, P., Jan 1 2014, 2014 IEEE International Symposium on Information Theory, ISIT 2014. Institute of Electrical and Electronics Engineers Inc., p. 1887-1891 5 p. 6875161. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simultaneous feature and dictionary learning for image set based face recognition

Lu, J., Wang, G., Deng, W. & Moulin, P., Jan 1 2014, Computer Vision, ECCV 2014 - 13th European Conference, Proceedings. PART 1 ed. Springer-Verlag Berlin Heidelberg, p. 265-280 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8689 LNCS, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Strong large deviations for composite hypothesis testing

Huang, Y. W. & Moulin, P., 2014, 2014 IEEE International Symposium on Information Theory, ISIT 2014. Institute of Electrical and Electronics Engineers Inc., p. 556-560 5 p. 6874894

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

A feature-enhanced ranking-based classifier for multimodal data and heterogeneous information networks

Chen, S. D., Chen, Y. Y., Han, J. & Moulin, P., Dec 1 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 997-1002 6 p., 6729588.

Research output: Contribution to journalConference article

A new metaconverse and outer region for finite-blocklength MACs

Moulin, P., May 16 2013, p. 568-575. 8 p.

Research output: Contribution to conferencePaper

Asymptotic Neyman-Pearson games for converse to the channel coding theorem

Moulin, P., Dec 19 2013, 2013 IEEE International Symposium on Information Theory, ISIT 2013. p. 1541-1545 5 p. 6620485. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image set classification using holistic multiple order statistics features and localized multi-kernel metric learning

Lu, J., Wang, G. & Moulin, P., Jan 1 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Institute of Electrical and Electronics Engineers Inc., p. 329-336 8 p. 6751150. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Integrating multi-stage depth-induced contextual information for human action recognition and localization

Ni, B., Pei, Y., Liang, Z., Lin, L. & Moulin, P., Aug 20 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013. 6553756. (2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution