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2020 – today
- 2022
[j67]Amish Goel, Pierre Moulin:
Fast Locally Optimal Detection of Targeted Universal Adversarial Perturbations. IEEE Trans. Inf. Forensics Secur. 17: 1757-1770 (2022)- 2021
- [c149]Furen Zhuang, Pierre Moulin:
Deep Semi-Supervised Metric Learning Via Identification of Manifold Memberships. ICASSP 2021: 1755-1759 - [c148]Amish Goel, Pierre Moulin:
Locally Optimal Detection of Stochastic Targeted Universal Adversarial Perturbations. ICASSP 2021: 5025-5029 - [c147]Ye Wang, Shuchin Aeron, Adnan Siraj Rakin, Toshiaki Koike-Akino, Pierre Moulin:
Robust Machine Learning via Privacy/ Rate-Distortion Theory. ISIT 2021: 1320-1325 - [c146]Adnan Siraj Rakin, Ye Wang, Shuchin Aeron, Toshiaki Koike-Akino
, Pierre Moulin, Kieran Parsons:
Towards Universal Adversarial Examples and Defenses. ITW 2021: 1-6 - 2020
- [j66]Patrick R. Johnstone, Pierre Moulin:
Faster subgradient methods for functions with Hölderian growth. Math. Program. 180(1): 417-450 (2020) - [c145]Furen Zhuang, Pierre Moulin:
A New Variational Method for Deep Supervised Semantic Image Hashing. ICASSP 2020: 4532-4536 - [c144]Tejas Jayashankar, Jonathan Le Roux, Pierre Moulin:
Detecting Audio Attacks on ASR Systems with Dropout Uncertainty. INTERSPEECH 2020: 4671-4675 - [i20]Tejas Jayashankar, Jonathan Le Roux, Pierre Moulin:
Detecting Audio Attacks on ASR Systems with Dropout Uncertainty. CoRR abs/2006.01906 (2020) - [i19]Ye Wang, Shuchin Aeron, Adnan Siraj Rakin, Toshiaki Koike-Akino, Pierre Moulin:
Robust Machine Learning via Privacy/Rate-Distortion Theory. CoRR abs/2007.11693 (2020) - [i18]Amish Goel, Pierre Moulin:
Locally optimal detection of stochastic targeted universal adversarial perturbations. CoRR abs/2012.04692 (2020)
2010 – 2019
- 2019
- [j65]Raymond W. Yeung, Ali Al-Bashabsheh, Chao Chen, Qi Chen, Pierre Moulin:
On Information-Theoretic Characterizations of Markov Random Fields and Subfields. IEEE Trans. Inf. Theory 65(3): 1493-1511 (2019) - [j64]Rim Trabelsi, Jagannadan Varadarajan, Le Zhang, Issam Jabri, Yong Pei, Fethi Smach, Ammar Bouallegue, Pierre Moulin:
Understanding the Dynamics of Social Interactions: A Multi-Modal Multi-View Approach. ACM Trans. Multim. Comput. Commun. Appl. 15(1s): 15:1-15:16 (2019) - [c143]Tejas Jayashankar, Pierre Moulin, Thierry Blu, Christopher Gilliam:
Lap-Based Video Frame Interpolation. ICIP 2019: 4195-4199 - 2018
- [c142]Amish Goel, Pierre Moulin:
Random Ensemble of Locally Optimum Detectors for Detection of Adversarial Examples. GlobalSIP 2018: 1189-1193 - [c141]K. Wasif Mohiuddin, Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez, Pierre Moulin:
GPU Accelerated Probabilistic Latent Sequential Motifs for Activity Analysis. VISIGRAPP (5: VISAPP) 2018: 409-418 - 2017
- [j63]Patrick R. Johnstone, Pierre Moulin:
Local and global convergence of a general inertial proximal splitting scheme for minimizing composite functions. Comput. Optim. Appl. 67(2): 259-292 (2017) - [j62]Pierre Moulin:
The Log-Volume of Optimal Codes for Memoryless Channels, Asymptotically Within a Few Nats. IEEE Trans. Inf. Theory 63(4): 2278-2313 (2017) - [c140]Le Zhang, Jagannadan Varadarajan, Ponnuthurai Nagaratnam Suganthan, Narendra Ahuja, Pierre Moulin:
Robust Visual Tracking Using Oblique Random Forests. CVPR 2017: 5825-5834 - [c139]Patrick R. Johnstone, Pierre Moulin:
Convergence rates of inertial splitting schemes for nonconvex composite optimization. ICASSP 2017: 4716-4720 - [c138]Pierre Moulin, Amish Goel:
Locally optimal detection of adversarial inputs to image classifiers. ICME Workshops 2017: 459-464 - [c137]Rim Trabelsi, Jagannadan Varadarajan, Yong Pei, Le Zhang, Issam Jabri, Ammar Bouallegue, Pierre Moulin:
Multi-modal social interaction recognition using view-invariant features. ISIAA@ICMI 2017: 47-48 - [c136]Raymond W. Yeung, Ali Al-Bashabsheh, Chao Chen, Qi Chen, Pierre Moulin:
Information-theoretic characterizations of Markov random fields and subfields. ISIT 2017: 3040-3044 - [c135]Pierre Moulin:
Source coding with distortion profile constraints. ISIT 2017: 3215-3219 - [c134]Pierre Moulin:
Lower bounds on rate of fixed-length source codes under average- and 6-fidelity constraints. ISIT 2017: 3220-3224 - [c133]Rim Trabelsi, Jagannadan Varadarajan, Yong Pei, Le Zhang, Issam Jabri, Ammar Bouallegue, Pierre Moulin:
Robust Multi-Modal Cues for Dyadic Human Interaction Recognition. MUSA2@MM 2017: 47-53 - [c132]Jagannadan Varadarajan, Ramanathan Subramanian, Narendra Ahuja, Pierre Moulin, Jean-Marc Odobez:
Active Online Anomaly Detection Using Dirichlet Process Mixture Model and Gaussian Process Classification. WACV 2017: 615-623 - [i17]Patrick R. Johnstone, Pierre Moulin:
Faster Subgradient Methods for Functions with Hölderian Growth. CoRR abs/1704.00196 (2017) - 2016
- [j61]Bingbing Ni, Vignesh R. Paramathayalan, Teng Li, Pierre Moulin:
Multiple Granularity Modeling: A Coarse-to-Fine Framework for Fine-grained Action Analysis. Int. J. Comput. Vis. 120(1): 28-43 (2016) - [j60]Jiwen Lu, Gang Wang, Pierre Moulin:
Localized Multifeature Metric Learning for Image-Set-Based Face Recognition. IEEE Trans. Circuits Syst. Video Technol. 26(3): 529-540 (2016) - [c131]Pierre Moulin:
Asymptotically achievable error probabilities for multiple hypothesis testing. ISIT 2016: 1541-1545 - [i16]Patrick R. Johnstone, Pierre Moulin:
Local and Global Convergence of a General Inertial Proximal Splitting Scheme. CoRR abs/1602.02726 (2016) - [i15]Honghai Yu, Pierre Moulin, Hong Wei Ng, Xiaoli Li:
Variable-Length Hashing. CoRR abs/1603.05414 (2016) - [i14]Raymond W. Yeung, Ali Al-Bashabsheh, Chao Chen, Qi Chen, Pierre Moulin:
On Characterizations of Markov Random Fields and Subfields. CoRR abs/1608.03697 (2016) - 2015
- [j59]Bingbing Ni, Pierre Moulin, Shuicheng Yan:
Pose Adaptive Motion Feature Pooling for Human Action Analysis. Int. J. Comput. Vis. 111(2): 229-248 (2015) - [j58]Bingbing Ni, Pierre Moulin, Shuicheng Yan:
Order Preserving Sparse Coding. IEEE Trans. Pattern Anal. Mach. Intell. 37(8): 1615-1628 (2015) - [j57]Jiwen Lu, Venice Erin Liong, Gang Wang, Pierre Moulin:
Joint Feature Learning for Face Recognition. IEEE Trans. Inf. Forensics Secur. 10(7): 1371-1383 (2015) - [j56]Honghai Yu, Pierre Moulin:
SNR Maximization Hashing. IEEE Trans. Inf. Forensics Secur. 10(9): 1927-1938 (2015) - [c130]Jiwen Lu, Gang Wang, Weihong Deng, Pierre Moulin, Jie Zhou:
Multi-manifold deep metric learning for image set classification. CVPR 2015: 1137-1145 - [c129]Venice Erin Liong, Jiwen Lu, Gang Wang, Pierre Moulin, Jie Zhou:
Deep hashing for compact binary codes learning. CVPR 2015: 2475-2483 - [c128]Bingbing Ni, Pierre Moulin, Xiaokang Yang, Shuicheng Yan:
Motion Part Regularization: Improving action recognition via trajectory group selection. CVPR 2015: 3698-3706 - [c127]Honghai Yu, Pierre Moulin:
SNR maximization hashing for learning compact binary codes. ICASSP 2015: 1692-1696 - [c126]Patrick R. Johnstone, Pierre Moulin:
Convergence of an inertial proximal method for l1-regularized least-squares. ICASSP 2015: 3566-3570 - [c125]Thierry Blu, Pierre Moulin, Christopher Gilliam:
Approximationorder of the lap optical flow algorithm. ICIP 2015: 48-52 - [c124]Honghai Yu, Pierre Moulin:
Multi-feature hashing based on SNR maximization. ICIP 2015: 1815-1819 - [c123]Pierre Moulin, Patrick R. Johnstone:
Strong large deviations for Rao test score and GLRT in exponential families. ISIT 2015: 779-783 - [c122]Jaeho Lee, Maxim Raginsky, Pierre Moulin:
On MMSE estimation from quantized observations in the nonasymptotic regime. ISIT 2015: 2924-2928 - [i13]Patrick R. Johnstone, Pierre Moulin:
A Lyapunov Analysis of FISTA with Local Linear Convergence for Sparse Optimization. CoRR abs/1502.02281 (2015) - [i12]Jaeho Lee, Maxim Raginsky, Pierre Moulin:
On MMSE estimation from quantized observations in the nonasymptotic regime. CoRR abs/1504.06029 (2015) - 2014
- [j55]Jiwen Lu, Gang Wang, Pierre Moulin:
Human Identity and Gender Recognition From Gait Sequences With Arbitrary Walking Directions. IEEE Trans. Inf. Forensics Secur. 9(1): 51-61 (2014) - [j54]Yen-Wei Huang, Pierre Moulin:
On the Fingerprinting Capacity Games for Arbitrary Alphabets and Their Asymptotics. IEEE Trans. Inf. Forensics Secur. 9(9): 1477-1490 (2014) - [j53]Honghai Yu, Pierre Moulin:
Regularized Adaboost Learning for Identification of Time-Varying Content. IEEE Trans. Inf. Forensics Secur. 9(10): 1606-1616 (2014) - [c121]Scott Deeann Chen, Pierre Moulin:
A classification centric quantizer for efficient encoding of predictive feature errors. ACSSC 2014: 2098-2102 - [c120]Bingbing Ni, Vignesh R. Paramathayalan, Pierre Moulin:
Multiple Granularity Analysis for Fine-Grained Action Detection. CVPR 2014: 756-763 - [c119]Bingbing Ni, Teng Li, Pierre Moulin:
Beta Process Multiple Kernel Learning. CVPR 2014: 963-970 - [c118]Jiwen Lu, Gang Wang, Weihong Deng, Pierre Moulin:
Simultaneous Feature and Dictionary Learning for Image Set Based Face Recognition. ECCV (1) 2014: 265-280 - [c117]Yang Zhou, Bingbing Ni, Shuicheng Yan, Pierre Moulin, Qi Tian:
Pipelining Localized Semantic Features for Fine-Grained Action Recognition. ECCV (4) 2014: 481-496 - [c116]Scott Deeann Chen, Pierre Moulin:
A two-part predictive coder for multitask signal compression. ICASSP 2014: 2035-2039 - [c115]Rohit Naini, Pierre Moulin:
Fingerprint information maximization for content identification. ICASSP 2014: 3809-3813 - [c114]Yen-Wei Huang, Pierre Moulin:
Strong large deviations for composite hypothesis testing. ISIT 2014: 556-560 - [c113]Vincent Y. F. Tan, Pierre Moulin:
Second-order capacities of erasure and list decoding. ISIT 2014: 1887-1891 - [i11]Vincent Y. F. Tan, Pierre Moulin:
Second- and Higher-Order Asymptotics For Erasure and List Decoding. CoRR abs/1402.4881 (2014) - 2013
- [j52]Bingbing Ni, Yong Pei, Pierre Moulin, Shuicheng Yan:
Multilevel Depth and Image Fusion for Human Activity Detection. IEEE Trans. Cybern. 43(5): 1383-1394 (2013) - [c112]Bingbing Ni, Yong Pei, Zhujin Liang, Liang Lin, Pierre Moulin:
Integrating multi-stage depth-induced contextual information for human action recognition and localization. FG 2013: 1-8 - [c111]Diana Sungatullina, Jiwen Lu, Gang Wang, Pierre Moulin:
Multiview discriminative learning for age-invariant face recognition. FG 2013: 1-6 - [c110]Honghai Yu, Pierre Moulin:
Regularized Adaboost for content identification. ICASSP 2013: 3078-3082 - [c109]Honghai Yu, Pierre Moulin, Sujoy Roy:
RGB-D video content identification. ICASSP 2013: 3776-3780 - [c108]Jiwen Lu, Gang Wang, Pierre Moulin:
Image Set Classification Using Holistic Multiple Order Statistics Features and Localized Multi-kernel Metric Learning. ICCV 2013: 329-336 - [c107]Bingbing Ni, Pierre Moulin:
Manipulation Pattern Discovery: A Nonparametric Bayesian Approach. ICCV 2013: 1361-1368 - [c106]Scott Deeann Chen, Ying-Yu Chen, Jiawei Han, Pierre Moulin:
A Feature-Enhanced Ranking-Based Classifier for Multimodal Data and Heterogeneous Information Networks. ICDM 2013: 997-1002 - [c105]Pierre Moulin:
Keynote speaker III: Information embedding: From theory to practice. ICSIPA 2013: 1 - [c104]Pierre Moulin:
Asymptotic Neyman-Pearson games for converse to the channel coding theorem. ISIT 2013: 1541-1545 - [c103]Pierre Moulin:
A new metaconverse and outer region for finite-blocklength MACs. ITA 2013: 1-8 - [p1]Bingbing Ni, Gang Wang, Pierre Moulin:
RGBD-HuDaAct: A Color-Depth Video Database for Human Daily Activity Recognition. Consumer Depth Cameras for Computer Vision 2013: 193-208 - [i10]Pierre Moulin:
The Log-Volume of Optimal Codes for Memoryless Channels, Within A Few Nats. CoRR abs/1311.0181 (2013) - 2012
- [j51]Yen-Wei Huang, Pierre Moulin:
On the Saddle-Point Solution and the Large-Coalition Asymptotics of Fingerprinting Games. IEEE Trans. Inf. Forensics Secur. 7(1): 160-175 (2012) - [c102]Bingbing Ni, Mengdi Xu, Jinhui Tang, Shuicheng Yan, Pierre Moulin:
Omni-range spatial contexts for visual classification. CVPR 2012: 3514-3521 - [c101]Bingbing Ni, Pierre Moulin, Shuicheng Yan:
Order-Preserving Sparse Coding for Sequence Classification. ECCV (2) 2012: 173-187 - [c100]Bingbing Ni, Nguyen Chi Dat, Pierre Moulin:
RGBD-camera based get-up event detection for hospital fall prevention. ICASSP 2012: 1405-1408 - [c99]Rohit Naini, Pierre Moulin:
Model-based decoding metrics for content identification. ICASSP 2012: 1829-1832 - [c98]Rachit Dubey, Bingbing Ni, Pierre Moulin:
A Depth Camera Based Fall Recognition System for the Elderly. ICIAR (2) 2012: 106-113 - [c97]Pierre Moulin:
The log-volume of optimal constant-composition codes for memoryless channels, within O(1) bits. ISIT 2012: 826-830 - [c96]Yen-Wei Huang, Pierre Moulin:
Finite blocklength coding for multiple access channels. ISIT 2012: 831-835 - [c95]Yen-Wei Huang, Pierre Moulin:
On fingerprinting capacity games for arbitrary alphabets and their asymptotics. ISIT 2012: 2571-2575 - [c94]Abhishek Singh, Narendra Ahuja, Pierre Moulin:
Online learning with kernels: Overcoming the growing sum problem. MLSP 2012: 1-6 - [c93]Rohit Naini, Pierre Moulin:
Real Adaboost for content identification. SSP 2012: 756-759 - [i9]Guo-Jun Qi, Charu C. Aggarwal, Pierre Moulin, Thomas S. Huang:
Learning from Collective Intelligence in Groups. CoRR abs/1210.0954 (2012) - 2011
- [j50]Shankar Sadasivam, Pierre Moulin, Todd P. Coleman:
A Message-Passing Approach to Combating Desynchronization Attacks. IEEE Trans. Inf. Forensics Secur. 6(3-2): 894-905 (2011) - [c92]Bingbing Ni, Gang Wang, Pierre Moulin:
RGBD-HuDaAct: A color-depth video database for human daily activity recognition. ICCV Workshops 2011: 1147-1153 - 2010
- [c91]Guillaume Gigaud, Pierre Moulin:
Traitor-tracing aided by compressed SURF image features. CISS 2010: 1-6 - [c90]Guillaume Gigaud, Pierre Moulin:
A geometrically-resilient surf-based image fingerprinting scheme. ICIP 2010: 3669-3672 - [c89]Pierre Moulin:
Statistical modeling and analysis of content identification. ITA 2010: 329-333 - [c88]Yen-Wei Huang, Pierre Moulin:
Maximin optimality of the arcsine fingerprinting distribution and the interleaving attack for large coalitions. WIFS 2010: 1-6 - [c87]Shankar Sadasivam, Pierre Moulin, Sean P. Meyn:
A universal divergence-rate estimator for steganalysis in timing channels. WIFS 2010: 1-6 - [i8]Yen-Wei Huang, Pierre Moulin:
On the Saddle-point Solution and the Large-Coalition Behavior of Fingerprinting Games. CoRR abs/1011.1261 (2010)
2000 – 2009
- 2009
- [j49]Maha El Choubassi, Pierre Moulin:
On reliability and security of randomized detectors against sensitivity analysis attacks. IEEE Trans. Inf. Forensics Secur. 4(3): 273-283 (2009) - [j48]Shankar Sadasivam, Pierre Moulin:
On estimation accuracy of desynchronization attack channel parameters. IEEE Trans. Inf. Forensics Secur. 4(3): 284-292 (2009) - [j47]Negar Kiyavash, Pierre Moulin:
Performance of orthogonal fingerprinting codes under worst-case noise. IEEE Trans. Inf. Forensics Secur. 4(3): 293-301 (2009) - [j46]Negar Kiyavash, Pierre Moulin, Ton Kalker:
Regular simplex fingerprints and their optimality properties. IEEE Trans. Inf. Forensics Secur. 4(3): 318-329 (2009) - [j45]Jean-François Jourdas, Pierre Moulin:
High-rate random-like spherical fingerprinting codes with linear decoding complexity. IEEE Trans. Inf. Forensics Secur. 4(4): 768-780 (2009) - [j44]Pierre Moulin:
A Neyman-Pearson approach to universal erasure and list decoding. IEEE Trans. Inf. Theory 55(10): 4462-4478 (2009) - [c86]Pierre Moulin:
Optimal Gaussian fingeprint decoders. ICASSP 2009: 1425-1428 - [c85]Shankar Sadasivam, Pierre Moulin:
Combating desynchronization attacks on blind watermarking systems: A message passing approach. ICIP 2009: 3641-3644 - [c84]Pierre Moulin:
Strong converse for Gel'fand-Pinsker channel. ISIT 2009: 1958-1962 - [c83]Yen-Wei Huang, Pierre Moulin:
Saddle-point solution of the fingerprinting capacity game under the marking assumption. ISIT 2009: 2256-2260 - [c82]Maha El Choubassi, Pierre Moulin:
Joint detection-estimation games for sensitivity analysis attacks. Media Forensics and Security 2009: 72540F - [c81]Scott Deeann Chen, Vishal Monga, Pierre Moulin:
Meta-classifiers for multimodal document classification. MMSP 2009: 1-6 - [c80]Yen-Wei Huang, Pierre Moulin:
Capacity-achieving fingerprint decoding. WIFS 2009: 51-55 - [i7]Yen-Wei Huang, Pierre Moulin:
Saddle-point Solution of the Fingerprinting Capacity Game Under the Marking Assumption. CoRR abs/0905.1375 (2009) - 2008
- [j43]Ying Wang, Pierre Moulin:
Perfectly Secure Steganography: Capacity, Error Exponents, and Code Constructions. IEEE Trans. Inf. Theory 54(6): 2706-2722 (2008) - [c79]Jean-François Jourdas, Pierre Moulin:
Towards optimal design of signal fingerprinting codes. ICASSP 2008: 1649-1652 - [c78]Pierre Moulin:
A Neyman-Pearson approach to universal erasure and list decoding. ISIT 2008: 61-65 - [c77]Pierre Moulin:
Universal fingerprinting: Capacity and random-coding exponents. ISIT 2008: 220-224 - [c76]Jean-François Jourdas, Pierre Moulin:
A high-rate fingerprinting code. Security, Forensics, Steganography, and Watermarking of Multimedia Contents 2008: 68190A - [c75]Jean-François Jourdas, Pierre Moulin:
A low-rate fingerprinting code and its application to blind image fingerprinting. Security, Forensics, Steganography, and Watermarking of Multimedia Contents 2008: 681907 - [i6]Pierre Moulin:
Universal Fingerprinting: Capacity and Random-Coding Exponents. CoRR abs/0801.3837 (2008) - [i5]Pierre Moulin:
A Neyman-Pearson Approach to Universal Erasure and List Decoding. CoRR abs/0801.4544 (2008) - [i4]Ying Wang, Pierre Moulin:
Blind Fingerprinting. CoRR abs/0803.0265 (2008) - 2007
- [j42]Pierre Moulin:
Signal Transmission with Known-Interference Cancellation [Lecture Notes]. IEEE Signal Process. Mag. 24(1): 134-136 (2007) - [j41]Ying Wang, Pierre Moulin:
Optimized Feature Extraction for Learning-Based Image Steganalysis. IEEE Trans. Inf. Forensics Secur. 2(1): 31-45 (2007) - [j40]Maha El Choubassi, Pierre Moulin:
Noniterative Algorithms for Sensitivity Analysis Attacks. IEEE Trans. Inf. Forensics Secur. 2(2): 113-126 (2007) - [j39]Pierre Moulin, Ying Wang:
Capacity and Random-Coding Exponents for Channel Coding With Side Information. IEEE Trans. Inf. Theory 53(4): 1326-1347 (2007) - [c74]Pierre Moulin, Negar Kiyavash:
Performance of Random Fingerprinting Codes Under Arbitrary Nonlinear Attacks. ICASSP (2) 2007: 157-160 - [c73]