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07/04/2023
FB-OCC: 3D Occupancy Prediction based on Forward-Backward View Transformation
This technical report summarizes the winning solution for the 3D Occupan...
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10/03/2022
Optimizing Data Collection for Machine Learning
Modern deep learning systems require huge data sets to achieve impressiv...
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09/08/2021
Panoptic SegFormer
We present Panoptic SegFormer, a general framework for end-to-end panopt...
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07/13/2021
Deep Neural Networks are Surprisingly Reversible: A Baseline for Zero-Shot Inversion
Understanding the behavior and vulnerability of pre-trained deep neural ...
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05/31/2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
We present SegFormer, a simple, efficient yet powerful semantic segmenta...
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03/30/2020
Context Based Emotion Recognition using EMOTIC Dataset
In our everyday lives and social interactions we often try to perceive t...
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09/10/2019
VACL: Variance-Aware Cross-Layer Regularization for Pruning Deep Residual Networks
Improving weight sparsity is a common strategy for producing light-weigh...
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11/08/2018
Large-Scale Visual Active Learning with Deep Probabilistic Ensembles
Annotating the right data for training deep neural networks is an import...
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11/19/2016
Invertible Conditional GANs for image editing
Generative Adversarial Networks (GANs) have recently demonstrated to suc...
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12/11/2014
Road Detection by One-Class Color Classification: Dataset and Experiments
Detecting traversable road areas ahead a moving vehicle is a key process...
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12/10/2014
