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Search results for python neurips 2020

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Data Efficient Gans ⭐ 1,231

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

Mammoth ⭐ 424

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

Imbalanced Semi Self ⭐ 393

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

Evidential Deep Learning ⭐ 157

Learn fast, scalable, and calibrated measures of uncertainty using neural networks!

(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297

[NeurIPS 2020] Official PyTorch Implementation of "Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis". NeurIPS 2020.

The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network

Dti Clustering ⭐ 65

(NeurIPS 2020 oral) Code for "Deep Transformation-Invariant Clustering" paper

Eeg Gcnn ⭐ 56

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

Hebbianmetalearning ⭐ 55

Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686

Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)

Polarizationpruning ⭐ 48

Implementation of Neuron-level Structured Pruning using Polarization Regularizer

Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER adversarial training part

Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"

[NeurIPS2020] The official repository of "AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows".

Adversarial Distributional Training ⭐ 31

Adversarial Distributional Training (NeurIPS 2020)

Attach Juxtapose Parser ⭐ 30

Code for the paper "Strongly Incremental Constituency Parsing with Graph Neural Networks"

(NeurIPS 2020) Meta-Consolidation for Continual Learning

Input Aware Backdoor Attack Release ⭐ 27

Input-aware Dynamic Backdoor Attack (NeurIPS 2020)

Official code for NeurRIPS 2020 paper "Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D"

Self Tuning Networks ⭐ 23

PyTorch implementation of "STNs" and "Delta-STNs"

Smoothing Consistency ⭐ 19

Code for the paper "Consistency Regularization for Certified Robustness of Smoothed Classifiers" (NeurIPS 2020)

Deep_kolmogorov ⭐ 18

Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning (NeurIPS 2020)

Implement of DiGCN, NeurIPS-2020

Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning

Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks

Autopanoptic ⭐ 10

Implementation of NeurIPS2020 paper: Auto-Panoptic: Multi-Component Architecture Search for Panoptic Segmentation

PyTorch implementations of "Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning" (NeurIPS2020)

Scg Neurips2020 ⭐ 8

The code repository for Discovering Conflicting Groups in Signed Networks (NeurIPS 2020)

Generative View Synthesis: from Single-view Semantics to Novel-view Images, Habtegebrial et al. NeurIPS 2020

Chip Network Model ⭐ 6

Python implementation of the CHIP network model, published in NeurIPS 2020.

Arbitrary_pu ⭐ 6

NeurIPS'20 Paper: "Learning from Positive and Unlabeled Data with Arbitrary Positive Shift"

Robograph ⭐ 5

The implementation of paper "Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks"

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