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Denoising Vision Transformers

ECCV 2024  __(Oral)__ Investigating positional embedding artifacts in ViTs, and denosing them.

Augmenting Lane Perception and Topology Understanding with Standard Definition Navigation Maps

ICRA 2024 The first work to investigate how to leverage standard definition maps to augment lane topology reasoning.

Reward Finetuning for Faster and More Accurate Unsupervised Object Discovery

NeurIPS 2023 Discovering 3D objects with reward fine-tuning, drawing inspiration from the RL community.

Learning to Detect Mobile Objects from LiDAR Scans Without Labels

CVPR 2022 Discovering 3D objects from repeated traversals and self training.

Stay Positive: Non-Negative Image Synthesis for Augmented Reality

CVPR 2021  __(Oral)__ Solving non-negative image generation for Augmented Reality.