MLSP-P6: Pattern Recognition and Machine Learning |
| Session Type: Poster |
| Time: Wednesday, 6 May, 09:00 - 11:00 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Karim Seghouane, University of Melbourne |
| MLSP-P6.1: IMPROVING CONVERGENT CROSS MAPPING FOR CAUSAL DISCOVERY WITH GAUSSIAN PROCESSES |
| Guanchao Feng; Stony Brook University |
| Kezi Yu; IQVIA |
| Yunlong Wang; IQVIA |
| Yilian Yuan; IQVIA |
| Petar Djuric; Stony Brook University |
| MLSP-P6.2: LABEL REUSE FOR EFFICIENT SEMI-SUPERVISED LEARNING |
| Tsung-Hung Hsieh; Academia Sinica |
| Jun-Cheng Chen; Academia Sinica |
| Chu-Song Chen; Academia Sinica |
| MLSP-P6.3: DECENTRALIZED OPTIMIZATION WITH NON-IDENTICAL SAMPLING IN PRESENCE OF STRAGGLERS |
| Tharindu Adikari; University of Toronto |
| Stark Draper; University of Toronto |
| MLSP-P6.4: CONTENT VS CONTEXT: HOW ABOUT “WALKING HAND-IN-HAND" FOR IMAGE CLUSTERING? |
| Shizhe Hu; Zhengzhou University |
| Zhenquan Hou; Zhengzhou University |
| Zhengzheng Lou; Zhengzhou University |
| Yangdong Ye; Zhengzhou University |
| MLSP-P6.5: FIXED SMOOTH CONVOLUTIONAL LAYER FOR AVOIDING CHECKERBOARD ARTIFACTS IN CNNS |
| Yuma Kinoshita; Tokyo Metropolitan University |
| Hitoshi Kiya; Tokyo Metropolitan University |
| MLSP-P6.6: THIS DATASET DOES NOT EXIST: TRAINING MODELS FROM GENERATED IMAGES |
| Victor Besnier; Sorbonne University |
| Himalaya Jain; Valeo AI |
| Andrei Bursuc; Valeo AI |
| Matthieu Cord; Valeo AI, Sorbonne University |
| Patrick Pérez; Valeo AI |
| MLSP-P6.7: LET-SNE: A HYBRID APPROACH TO DATA EMBEDDING AND VISUALIZATION OF HYPERSPECTRAL IMAGERY |
| Megh Shukla; Mercedes-Benz Research and Development India Pvt. Ltd. |
| Biplab Banerjee; Indian Institute of Technology Bombay |
| Krishna Mohan Buddhiraju; Indian Institute of Technology Bombay |
| MLSP-P6.8: ADVERSARIAL MIXUP SYNTHESIS TRAINING FOR UNSUPERVISED DOMAIN ADAPTATION |
| Yuhua Tang; National University of Defense Technology |
| Zhipeng Lin; National University of Defense Technology |
| Haotian Wang; National University of Defense Technology |
| Liyang Xu; National University of Defense Technology |
| MLSP-P6.9: RATE-INVARIANT AUTOENCODING OF TIME-SERIES |
| Kaushik Koneripalli; Arizona State University |
| Suhas Lohit; Arizona State University |
| Rushil Anirudh; Lawrence Livermore National Laboratory |
| Pavan Turaga; Arizona State University |
| MLSP-P6.10: SELF-PACED PROBABILISTIC PRINCIPAL COMPONENT ANALYSIS FOR DATA WITH OUTLIERS |
| Bowen Zhao; Tsinghua University |
| Xi Xiao; Tsinghua University |
| Wanpeng Zhang; Tsinghua University |
| Bin Zhang; Peng Cheng Laboratory |
| Guojun Gan; University of Connecticut |
| Shu-Tao Xia; Tsinghua University |
| MLSP-P6.11: CORRDROP: CORRELATION BASED DROPOUT FOR CONVOLUTIONAL NEURAL NETWORKS |
| Yuyuan Zeng; Tsinghua University |
| Tao Dai; Tsinghua University |
| Shu-Tao Xia; Tsinghua University |
| MLSP-P6.12: WITCHCRAFT: EFFICIENT PGD ATTACKS WITH RANDOM STEP SIZE |
| Ping-Yeh Chiang; University of Maryland |
| Jonas Geiping; University of Siegen |
| Micah Goldblum; University of Maryland |
| Tom Goldstein; University of Maryland |
| Renkun Ni; University of Maryland |
| Steven Reich; University of Maryland |
| Ali Shafahi; University of Maryland |