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06/08/2022
DebiasBench: Benchmark for Fair Comparison of Debiasing in Image Classification
Image classifiers often rely overly on peripheral attributes that have a...
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06/01/2022
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation
Despite recent advancements in deep learning, deep networks still suffer...
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03/12/2022
3D-GIF: 3D-Controllable Object Generation via Implicit Factorized Representations
While NeRF-based 3D-aware image generation methods enable viewpoint cont...
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12/07/2021
CG-NeRF: Conditional Generative Neural Radiance Fields
While recent NeRF-based generative models achieve the generation of dive...
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07/23/2021
Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation
Identifying unexpected objects on roads in semantic segmentation (e.g., ...
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03/29/2021