This code is for the paper "Energy-Based Open-World Uncertainty Modeling for Confidence Calibration".
Accepted by ICCV21.
Commnd example for WideResnet28x10 on CiFAR100.
python train.py --lr .0001 --dataset cifar100 --optimizer adam --sigma 0.01 --width 10 --depth 28 --warmup_iters 1000 --ebm_modify --n_epochs 15 --ebm_start_epoch 8 --ebm_weight 0.1
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Deep Learning for Natural Language Processing SS 2021 (TU Darmstadt) Task Training huge unsupervised deep neural networks yields to strong progress in
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deepfake-models List some popular DeepFake models e.g. DeepFake, CihaNet, SimSwap, FaceSwap-MarekKowal, IPGAN, FaceShifter, FaceSwap-Nirkin, FSGAN, Si
SSPNet: Scale Selection Pyramid Network for Tiny Person Detection from UAV Images (IEEE GRSL 2021) Code (based on mmdetection) for SSPNet: Scale Selec
BankNote-Net: Open Dataset for Assistive Currency Recognition Millions of people around the world have low or no vision. Assistive software applicatio
This project provides abundant choices of quantization strategies (such as the quantization algorithms, training schedules and empirical tricks) for quantizing the deep neural networks into low-bit c
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Image Translation with ASAPNets Spatially-Adaptive Pixelwise Networks for Fast Image Translation, CVPR 2021 Webpage | Paper | Video Installation insta
LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification
Automatic Face Alignment (AFA) Carl M. Gaspar & Oliver G.B. Garrod You have lots of photos of faces like this: But you want to line up all of the face
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