Pierre Moulin

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Pierre Moulin

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  • 2023

    Deep Semi-Supervised Metric Learning with Mixed Label Propagation

    Zhuang, F. & Moulin, P., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 3429-3438 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2021

    Robust Machine Learning via Privacy/ Rate-Distortion Theory

    Wang, Y., Aeron, S., Rakin, A. S., Koike-Akino, T. & Moulin, P., Jul 12 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1320-1325 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Towards Universal Adversarial Examples and Defenses

    Rakin, A. S., Wang, Y., Aeron, S., Koike-Akino, T., Moulin, P. & Parsons, K., 2021, 2021 IEEE Information Theory Workshop, ITW 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Information Theory Workshop, ITW 2021 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2020

    A New Variational Method for Deep Supervised Semantic Image Hashing

    Zhuang, F. & Moulin, P., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4532-4536 5 p. 9053665. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Detecting audio attacks on ASR systems with dropout uncertainty

    Jayashankar, T., Le Roux, J. & Moulin, P., 2020, Interspeech 2020. International Speech Communication Association, p. 4671-4675 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 2020-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 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 proceeding › Conference contribution

  • 2018

    GPU accelerated probabilistic latent sequential motifs for activity analysis

    Mohiuddin, K. W., Varadarajan, J., Emonet, R., Odobez, J. M. & Moulin, P., 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 proceeding › Conference contribution

    Open Access

  • Random ensemble of locally optimum detectors for detection of adversarial examples

    Goel, A. & Moulin, P., Jul 2 2018, 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 proceeding › Conference 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 proceeding › Conference contribution

    Open Access

  • 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 proceeding › Conference contribution

    Open Access

  • 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 proceeding › Conference contribution

    Open Access

  • 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 proceeding › Conference 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. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference 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, 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 proceeding › Conference 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, 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 proceeding › Conference 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 proceeding › Conference 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. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 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 proceeding › Conference contribution

  • 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 proceeding › Conference 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 proceeding › Conference contribution

    Open Access

  • 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 proceeding › Conference 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 proceeding › Conference contribution

  • 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

    Open Access

  • 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 proceeding › Conference 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 proceeding › Conference 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. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference 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 proceeding › Conference contribution

  • Fingerprint information maximization for content identification

    Naini, R. & Moulin, P., 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 proceeding › Conference contribution

  • 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 proceeding › Conference contribution

  • Pipelining localized semantic features for fine-grained action recognition

    Zhou, Y., Ni, B., Yan, S., Moulin, P. & Tian, Q., 2014, Computer Vision, ECCV 2014 - 13th European Conference, Proceedings. PART 4 ed. Springer, 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 proceeding › Conference contribution

  • Second-order capacities of erasure and list decoding

    Tan, V. Y. F. & Moulin, P., 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 proceeding › Conference contribution

  • Simultaneous feature and dictionary learning for image set based face recognition

    Lu, J., Wang, G., Deng, W. & Moulin, P., 2014, Computer Vision, ECCV 2014 - 13th European Conference, Proceedings. PART 1 ed. Springer, 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 proceeding › Conference 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. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2013

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

    Moulin, P., 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 proceeding › Conference contribution

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

    Lu, J., Wang, G. & Moulin, P., 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 proceeding › Conference contribution

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

    Ni, B., Pei, Y., Liang, Z., Lin, L. & Moulin, P., 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 proceeding › Conference contribution

  • Manipulation pattern discovery: A nonparametric bayesian approach

    Ni, B. & Moulin, P., 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Institute of Electrical and Electronics Engineers Inc., p. 1361-1368 8 p. 6751279. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multiview discriminative learning for age-invariant face recognition

    Sungatullina, D., Lu, J., Wang, G. & Moulin, P., 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013. 6553724. (2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Regularized Adaboost for content identification

    Yu, H. & Mouliny, P., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3078-3082 5 p. 6638224. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • RGB-D video content identification

    Yu, H., Moulin, P. & Roy, S., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3776-3780 5 p. 6638364. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2012

    A depth camera based fall recognition system for the elderly

    Dubey, R., Ni, B. & Moulin, P., 2012, Image Analysis and Recognition - 9th International Conference, ICIAR 2012, Proceedings. PART 2 ed. p. 106-113 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7325 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Finite blocklength coding for multiple access channels

    Huang, Y. W. & Moulin, P., 2012, 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012. p. 831-835 5 p. 6284677. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Model-based decoding metrics for content identification

    Naini, R. & Moulin, P., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 1829-1832 4 p. 6288257. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Omni-range spatial contexts for visual classification

    Ni, B., Xu, M., Tang, J., Yan, S. & Moulin, P., 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 3514-3521 8 p. 6248094. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On fingerprinting capacity games for arbitrary alphabets and their asymptotics

    Huang, Y. W. & Moulin, P., 2012, 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012. p. 2571-2575 5 p. 6283982. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Online learning with kernels: Overcoming the growing sum problem

    Singh, A., Ahuja, N. & Moulin, P., 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2012. 6349811. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Order-preserving sparse coding for sequence classification

    Ni, B., Moulin, P. & Yan, S., 2012, Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. PART 2 ed. p. 173-187 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7573 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution