Gradient-based Algorithms for Machine Teaching

AGA: Attribute-Guided Augmentation

Deep Learning With Low Precision by Half-Wave Gaussian Quantization | Spotlight 4-1A

Object based Scene Representations (NIPS 2016 Spotlight)

BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning

Solving Long-tailed Recognition with Deep Realistic Taxonomic Classifier

A Machine Teaching Framework for Scalable Recognition

IMAGINE: Image Synthesis by Image-Guided Model Inversion

Gradient-based Algorithms for Machine Teaching

Rethinking and improving the robustness of image style transfer

SCOUT: Self-aware Discriminant Counterfactual Explanations

Omni-DETR: Omni-Supervised Object Detection with Transformers

Towards Professional Level Crowd Annotation of Expert Domain Data