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Papers for Summer 2018
☆35Updated 7 years ago
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- Zero-Shot Knowledge Distillation in Deep Networks☆67Updated 3 years ago
- ☆61Updated 2 years ago
- Pytorch Implementation of recent visual attribution methods for model interpretability☆146Updated 5 years ago
- Code for Net2Vec: Quantifying and Explaining how Concepts are Encoded by Filters in Deep Neural Networks☆30Updated 7 years ago
- Notebooks for reproducing the paper "Computer Vision with a Single (Robust) Classifier"☆129Updated 6 years ago
- A web based demo of Google's sg2im neural network to convert a scene graph to a photorealistic image.☆35Updated 7 years ago
- FAIR Self-Supervised Learning Integrated Multi-modal Environment (SSLIME)☆69Updated 4 years ago
- I collected some papers about interpretable CNN and reorganized them here.☆132Updated 7 years ago
- Code for Fong and Vedaldi 2017, "Interpretable Explanations of Black Boxes by Meaningful Perturbation"☆31Updated 6 years ago
- a list of recent papers on transfer learning☆24Updated 8 years ago
- PyTorch implementation of DRAW: A Recurrent Neural Network For Image Generation trained on Devanagari dataset.☆88Updated 5 years ago
- On disentangling the menagerie of disentanglement papers☆27Updated 6 years ago
- Image Caption and Text to Image papers.☆69Updated 7 years ago
- ☆353Updated 5 years ago
- ICML 2019: Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels☆91Updated 5 years ago
- A DIRT-T Approach to Unsupervised Domain Adaptation (ICLR 2018)☆176Updated 7 years ago
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.☆85Updated 7 years ago
- Webvision Challenge 2020 developer kit☆10Updated 3 years ago
- An unofficial PyTorch implementation of the HAN and AdaHAN models presented in the "Learning Visual Question Answering by Bootstrapping H…☆55Updated 7 years ago
- NeurIPS 2019 - Learning Data Manipulation for Augmentation and Weighting☆110Updated 5 years ago
- A collection of methods to fool the deep neural network☆76Updated last year
- Show-and-Fool: Adversarial Examples for Image Captioning task☆56Updated 4 years ago
- Gradient-weighted Class Activation Mapping (Grad-CAM) Demo☆110Updated 7 years ago
- Principled Detection of Out-of-Distribution Examples in Neural Networks☆202Updated 8 years ago
- Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)☆94Updated 2 years ago
- Weekly reading group on Graphs at Mila☆31Updated 6 years ago
- Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018☆182Updated 5 years ago
- Implementation of soft parameter sharing for neural networks☆70Updated 5 years ago
- [NeurIPS'19] [PyTorch] Adaptive Regularization in NN☆68Updated 6 years ago
- Robust loss functions for deep neural networks (CVPR 2017)☆92Updated 5 years ago