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Here is some relevant work:

  • Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. [ArXiv][Code]
  • Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport. [ArXiv][Code]
  • Subject-Based Domain Adaptation for Facial Expression Recognition. [ArXiv][Code]
  • CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos. [ArXiv][Code]
  • Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization. [ArXiv][Code]
  • TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos. [ArXiv][Code]
  • Negative Evidence Matters in Interpretable Histology Image Classification. [ArXiv][Code]
  • F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling. [ArXiv][Code]
  • Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty. [ArXiv][Code]
  • Deep Active Learning for Joint Classification & Segmentation with Weak Annotator. [ArXiv][Code]
  • Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey. [ArXiv][Code]
  • Convolutional STN for Weakly Supervised Object Localization and Beyond. [ArXiv][Code]
  • Non-parametric Uni-modality Constraints for Deep Ordinal Classification. [ArXiv][Code]
  • Holistic Guidance for Occluded Person Re-Identification. [ArXiv][Code]

Soufiane Belharbi's Projects

colo-cam icon colo-cam

Pytorch code for "CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos"

fcam-wsol icon fcam-wsol

Pytorch implementation of F-CAM. Paper: "F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling".

negev icon negev

Pytorch implementation of NEGEV method. Paper: "Negative Evidence Matters in Interpretable Histology Image Classification".

structured-output-ae icon structured-output-ae

Repository for the code of the paper "Deep Neural Networks Regularization for Structured Output Prediction"

synergynet icon synergynet

3DV 2021: Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry

tcam-wsol-video icon tcam-wsol-video

Pytorch code for paper "TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos"

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