WP-P.PZ2.5
CMA-CLIP: CROSS-MODALITY ATTENTION CLIP FOR TEXT-IMAGE CLASSIFICATION
Jinmiao Fu, Shaoyuan Xu, Huidong Liu, Yang Liu, Ning Xie, Chien-Chih Wang, Jia Liu, Yi Sun, Bryan Wang, Amazon Inc., United States of America
Session:
Machine Learning for Image & Video Sensing, Modeling, and Representation
Track:
Applications of Machine Learning
Location:
Poster Zone 2
Presentation Time:
Wed, 19 Oct, 22:00 - 00:30 China Standard Time (UTC +8)
Wed, 19 Oct, 16:00 - 18:30 Central European Time (UTC +1)
Wed, 19 Oct, 14:00 - 16:30 UTC
Wed, 19 Oct, 10:00 - 12:30 Eastern Time (UTC -5)
Wed, 19 Oct, 16:00 - 18:30 Central European Time (UTC +1)
Wed, 19 Oct, 14:00 - 16:30 UTC
Wed, 19 Oct, 10:00 - 12:30 Eastern Time (UTC -5)
Session Co-Chairs:
Jean-Christophe Pesquet, CentraleSupélec and Andrea Cavallaro, Queen Mary University of London and Rebecca Willett, University of Chicago
Presentation
Discussion
Resources
No resources available.
Session WP-P.PZ2
WP-P.PZ2.1: BENCHMARKING PERFORMANCE OF OBJECT DETECTION UNDER IMAGE DISTORTIONS IN AN UNCONTROLLED ENVIRONMENT
Ayman Beghdadi, Malik Mallem, Lotfi Beji, Paris-Saclay University, France
WP-P.PZ2.2: FUSION TEMPORAL COLOR CONSTANCY
Yi Fan, Haoyu Ren, Hsilin Huang, OPPO, United States of America
WP-P.PZ2.3: AN UNSUPERVISED CROSS-MODAL HASHING METHOD ROBUST TO NOISY TRAINING IMAGE-TEXT CORRESPONDENCES IN REMOTE SENSING
Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir, TU Berlin, Germany
WP-P.PZ2.4: FINE-TUNE YOUR CLASSIFIER: FINDING CORRELATIONS WITH TEMPERATURE
Benjamin Chamand, Philippe Joly, Université Toulouse III, Paul Sabatier, France; Olivier Risser-Maroix, Camille Kurtz, Nicolas Lomenie, Université de Paris, France
WP-P.PZ2.5: CMA-CLIP: CROSS-MODALITY ATTENTION CLIP FOR TEXT-IMAGE CLASSIFICATION
Jinmiao Fu, Shaoyuan Xu, Huidong Liu, Yang Liu, Ning Xie, Chien-Chih Wang, Jia Liu, Yi Sun, Bryan Wang, Amazon Inc., United States of America
WP-P.PZ2.6: Task-aware Few-shot Visual Classification with Improved Self-supervised Metric Learning
Chia-Sheng Cheng, Chia-Wen Lin, National Tsing Hua University, Taiwan; Hao-Chiang Shao, National Chung Hsing University, Taiwan
WP-P.PZ2.7: LINEAR DISCRIMINANT ANALYSIS METRIC LEARNING USING SIAMESE NEURAL NETWORKS
Abin Jose, Qi Mei, Dennis Eschweiler, Ina Laube, Johannes Stegmaier, RWTH Aachen University, Germany
WP-P.PZ2.8: SUPERVISING REMOTE SENSING CHANGE DETECTION MODELS WITH 3D SURFACE SEMANTICS
Isaac Corley, Peyman Najafirad, University of Texas at San Antonio, United States of America