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ML Task

Activity Recognition Anomaly Detection Autonomous Vehicles Batch Normalization Bias Identification Data Augmentation Denoising Depth Estimation Domain Adaptation Face Animation Facial Modeling Facial Recognition Fine-Tuning with Real Data General Human Pose Estimation Image Classification Image Generation Instance Segmentation Label Adaptation Medical Imagery NERF OCR Object Detection Object Recognition Object Tracking Scene Understanding Semantic Segmentation Style Transfer Super-Resolution

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Verticals

A/V AR/VR Digital Human Facial General Home/Office Industrial & Warehouse Robotics Medical Satellite Synthetic Media & Art

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Modality

3D Asset General LiDAR Point Cloud RGB-D Stereo Still Image Video

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Leveraging Self-Supervision for Cross-Domain Crowd Counting

New approach to training on a mixture of synthetic and real data for crowd counting

What’s in your hands? 3D Reconstruction of Generic Objects in Hands

3D reconstruction of hand-held objects from a single RGB image without knowing their 3D templates.

Leopardi for Blender

An extensible library for generating 3D synthetic data with Blender that just works.

Syn2Real

A new benchmark for synthetic-to-real domain adaptation

DIRL

Joint alignment of synthetic and real domains for robotics

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