 Topological Regularization for Dense PredictionInternational Conference on Machine Learning and Applications (ICMLA), 2021 |
 Towards Scalable Unpaired Virtual Try-On via Patch-Routed
Spatially-Adaptive GANNeural Information Processing Systems (NeurIPS), 2021 |
 Synthetic Unknown Class Learning for Learning UnknownsPattern Recognition (Pattern Recogn.), 2021 |
 Fast Axiomatic Attribution for Neural NetworksNeural Information Processing Systems (NeurIPS), 2021 |
 Fingerprint Presentation Attack Detection by Channel-wise Feature
DenoisingIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2021 |
 Explainable Semantic Space by Grounding Language to Vision with
Cross-Modal Contrastive LearningNeural Information Processing Systems (NeurIPS), 2021 |
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 Learning Online for Unified Segmentation and Tracking ModelsIEEE International Joint Conference on Neural Network (IJCNN), 2021 |
 Learning to Break Deep Perceptual Hashing: The Use Case NeuralHashConference on Fairness, Accountability and Transparency (FAccT), 2021 |
 Full Characterization of Adaptively Strong Majority Voting in
CrowdsourcingInternational Conference on Climate Informatics (ICCI), 2021 |
 Unsupervised Part Discovery from Contrastive ReconstructionNeural Information Processing Systems (NeurIPS), 2021 |
 Discovering and Explaining the Representation Bottleneck of DNNsInternational Conference on Learning Representations (ICLR), 2021 |
 Reducing Data Complexity using Autoencoders with Class-informed Loss
FunctionsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |
 Fine-Grained Image Analysis with Deep Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |
 Probabilistic Contrastive Learning for Domain AdaptationInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 |
 Feature Generation for Long-tail ClassificationIndian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2021 |
 Graph Neural Network Training with Data TieringKnowledge Discovery and Data Mining (KDD), 2021 |
 Are Transformers More Robust Than CNNs?Neural Information Processing Systems (NeurIPS), 2021 |
 Leveraging the Graph Structure of Neural Network Training DynamicsInternational Conference on Information and Knowledge Management (CIKM), 2021 |
