2021 IEEE International Conference on Image Processing
19-22 September 2021 • Anchorage, Alaska, USA
Imaging Without Borders
All times are in Alaska local time (AKDT/UTC−08:00)
MLR-APPL-IVSMR-2: Machine learning for image and video sensing, modeling and representation 2 |
| Interactive Q&A Time: Tuesday, September 21, 15:30 - 17:00 |
| Session Chair: Ghassan AlRegib, Georgia Institute of Technology |
| MLR-APPL-IVSMR-2.1: HARD SAMPLES RECTIFICATION FOR UNSUPERVISED CROSS-DOMAIN PERSON RE-IDENTIFICATION |
| Chih-Ting Liu; National Taiwan University |
| Man-Yu Lee; National Taiwan University |
| Tsai-Shien Chen; National Taiwan University |
| Shao-Yi Chien; National Taiwan University |
| MLR-APPL-IVSMR-2.2: FEW-SHOT CLASSIFICATION IN UNSEEN DOMAINS BY EPISODIC META-LEARNING ACROSS VISUAL DOMAINS |
| Yuan-Chia Cheng; National Taiwan University |
| Ci-Siang Lin; National Taiwan University |
| Fu-En Yang; National Taiwan University |
| Yu-Chiang Frank Wang; National Taiwan University |
| MLR-APPL-IVSMR-2.3: SYNTACTICALLY GUIDED GENERATIVE EMBEDDINGS FOR ZERO-SHOT SKELETON ACTION RECOGNITION |
| Pranay Gupta; International Institute of Information Technology, Hyderabad |
| Divyanshu Sharma; International Institute of Information Technology, Hyderabad |
| Ravi Kiran Sarvadevabhatla; International Institute of Information Technology, Hyderabad |
| MLR-APPL-IVSMR-2.4: ZERO-SHOT OBJECT DETECTION WITH TRANSFORMERS |
| Ye Zheng; Institute of Computing Technology, Chinese Academy of Sciences;University of Chinese Academy of Sciences |
| Li Cui; Institute of Computing Technology, Chinese Academy of Sciences |
| MLR-APPL-IVSMR-2.5: DEEP ACTIVE LEARNING FROM MULTISPECTRAL DATA THROUGH CROSS-MODALITY PREDICTION INCONSISTENCY |
| Heng Zhang; Univ Rennes |
| Elisa Fromont; Univ Rennes |
| Sebastien Lefevre; Univ Bretagne Sud |
| Bruno Avignon; ATERMES |
| MLR-APPL-IVSMR-2.6: HARDMIX: A REGULARIZATION METHOD TO MITIGATE THE LARGE SHIFT IN FEW-SHOT DOMAIN ADAPTATION |
| Ziyun Liang; Shanghai Jiao Tong University |
| Yun Gu; Shanghai Jiao Tong University |
| Jie Yang; Shanghai Jiao Tong University |
| MLR-APPL-IVSMR-2.7: OPEN-SET DOMAIN GENERALIZATION VIA METRIC LEARNING |
| Kai Katsumata; University of Tokyo |
| Ikki Kishida; University of Tokyo |
| Ayako Amma; Woven Planet Holdings, Inc. |
| Hideki Nakayama; University of Tokyo |
| MLR-APPL-IVSMR-2.8: RETHINKING TRAINING SCHEDULES FOR VERIFIABLY ROBUST NETWORKS |
| Hyojun Go; Korea Advanced Institute of Science and Technology |
| Junyoung Byun; Korea Advanced Institute of Science and Technology |
| Changick Kim; Korea Advanced Institute of Science and Technology |
| MLR-APPL-IVSMR-2.9: OPEN-SET RECOGNITION WITH GRADIENT-BASED REPRESENTATIONS |
| Jinsol Lee; Georgia Institute of Technology |
| Ghassan AlRegib; Georgia Institute of Technology |
| MLR-APPL-IVSMR-2.10: HIERARCHICAL DOMAIN-CONSISTENT NETWORK FOR CROSS-DOMAIN OBJECT DETECTION |
| Yuanyuan Liu; China University of Geosciences, Wuhan |
| Ziyang Liu; China University of Geosciences, Wuhan |
| Fang Fang; China University of Geosciences, Wuhan |
| Zhanghua Fu; The Chinese University of Hong Kong |
| Zhanlong Chen; China University of Geosciences, Wuhan |
| MLR-APPL-IVSMR-2.11: DOMAIN ADAPTING ABILITY OF SELF-SUPERVISED LEARNING FOR FACE RECOGNITION |
| Chun-Hsien Lin; National Chiao Tung University |
| Bing-Fei Wu; National Chiao Tung University |
| MLR-APPL-IVSMR-2.12: SENSOR ADVERSARIAL TRAITS: ANALYZING ROBUSTNESS OF 3D OBJECT DETECTION SENSOR FUSION MODELS |
| Won Park; University of Michigan |
| Nan Liu; University of Michigan |
| Qi Alfred Chen; University of California, Irvine |
| Z. Morley Mao; University of Michigan |