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GitHub topics: aaai2021

vinthony/deep-blind-watermark-removal

[AAAI 2021] Split then Refine: Stacked Attention-guided ResUNets for Blind Single Image Visible Watermark Removal

Language: Python - Size: 58.6 KB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 246 - Forks: 58

clovaai/lffont

Official PyTorch implementation of LF-Font (Few-shot Font Generation with Localized Style Representations and Factorization) AAAI 2021

Language: Python - Size: 55.3 MB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 169 - Forks: 24

ds4dm/branch-search-trees

Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)

Language: Python - Size: 4.76 MB - Last synced at: 13 days ago - Pushed at: almost 4 years ago - Stars: 68 - Forks: 21

tmadeira/consensus

AAAI-2021 paper: The Influence of Memory in Multi-Agent Consensus.

Language: Python - Size: 56.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

InhwanBae/DMRGCN

Official Code for "Disentangled Multi-Relational Graph Convolutional Network for Pedestrian Trajectory Prediction (AAAI 2021)"

Language: Python - Size: 12.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 24 - Forks: 3

Shaoli-Huang/SnapMix

SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)

Language: Python - Size: 847 KB - Last synced at: 21 days ago - Pushed at: over 4 years ago - Stars: 129 - Forks: 25

zhyever/SimIPU

[AAAI 2021] Official Implementation of "SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-Training for Spatial-Aware Visual Representations"

Language: Python - Size: 3.4 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 49 - Forks: 6

kakaoenterprise/AAAI2021_MDR

Official Code of AAAI 2021 Paper "Multi-level Distance Regularization for Deep Metric Learning"

Language: Python - Size: 151 KB - Last synced at: 10 days ago - Pushed at: almost 4 years ago - Stars: 22 - Forks: 4

yang-han/P-reg

Rethinking Graph Regularization for Graph Neural Networks (AAAI2021)

Language: Python - Size: 531 KB - Last synced at: 26 days ago - Pushed at: almost 4 years ago - Stars: 34 - Forks: 8

rootlu/L2P-GNN

Codes and datasets for AAAI-2021 paper "Learning to Pre-train Graph Neural Networks"

Language: Python - Size: 19.7 MB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 89 - Forks: 16

DefangChen/SemCKD

[AAAI-2021, TKDE-2023] Official implementation for "Cross-Layer Distillation with Semantic Calibration".

Language: Jupyter Notebook - Size: 12.7 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 74 - Forks: 14

ayaanzhaque/EC-GAN

EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (AAAI 2021)

Language: Jupyter Notebook - Size: 5.52 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 40 - Forks: 5

navervision/proxy-synthesis

Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)

Language: Python - Size: 1.83 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 34 - Forks: 7

zengqunzhao/EfficientFace

[AAAI'21] Robust Lightweight Facial Expression Recognition Network with Label Distribution Training

Language: Python - Size: 1.65 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 171 - Forks: 31

Axeln78/Transferability-of-spectral-gnns

Experiments for the paper ´An experimental study of the Transferability of spectral graph networks´

Language: Python - Size: 425 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 1

rmojgani/PhysicsAwareAE

The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-uniform parameter/time-varying grid, such that the Kolmogorov n-width of the mapped data on the learned grid is minimized.

Language: Jupyter Notebook - Size: 56.1 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 4

ZIYU-DEEP/AAAI-2021-Paper-List-of-Anomaly-Detection

A list of accepted papers in AAAI 2021 about anomaly detection.

Size: 2.93 KB - Last synced at: 29 minutes ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 2

Stream-AD/ExGAN

Adversarial Generation of Extreme Samples

Language: Python - Size: 26.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 74 - Forks: 17

ha-lins/GEML-MDG

Code for "Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation". [AAAI 2021]

Language: Python - Size: 114 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 10

thuiar/DeepAligned-Clustering

Discovering New Intents with Deep Aligned Clustering (AAAI 2021)

Language: Python - Size: 1.17 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 111 - Forks: 19

aryandeshwal/MerCBO

Python implementation of Mercer Features for Efficient Combinatorial Bayesian Optimization

Language: Python - Size: 120 KB - Last synced at: 11 months ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 3

KarlXing/LUSR

Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation (AAAI 2021)

Language: Python - Size: 14.3 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 22 - Forks: 8

aai-institute/mlrc22-like-shapley-love-the-core

Code for the submission to the ML Reproducibility Challenge 2022, reproducing "If you like Shapley then you'll love the core"

Language: Python - Size: 277 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

thuiar/Adaptive-Decision-Boundary

Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)

Language: Python - Size: 1.35 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 63 - Forks: 11

liang-hou/SlimGAN

[AAAI 2021] Slimmable Generative Adversarial Networks

Language: Python - Size: 136 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 4

omar-sharif03/CONSTRAINT-AAAI2021

Description of the system and its results that we developed as a part of our participation at CONSTRAINT shared task in AAAI-2021.

Language: Jupyter Notebook - Size: 4.86 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 3

youngminPIL/AutoLR

AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks

Language: Python - Size: 5.49 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 14 - Forks: 4

TencentYoutuResearch/SelfSupervisedLearning-DSM

code for AAAI21 paper "Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion“

Language: Python - Size: 11.8 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 28 - Forks: 4

alexklwong/stereopagnosia

PyTorch implementation of Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations (in AAAI 2021)

Language: Python - Size: 39.5 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 3

cambridgeltl/eva

[AAAI 2021] Code release for "Visual Pivoting for (Unsupervised) Entity Alignment".

Language: Python - Size: 56.6 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 5

songqi-github/AttaNet

AttaNet for real-time semantic segmentation.

Language: Python - Size: 4.54 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 38 - Forks: 14

ethanmock/SIGN-pytorch

The L0-SIGN implementation.

Language: Python - Size: 18.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

z76316/CubePerturbMCF

AAAI 2021: A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather Forecasting

Language: Jupyter Notebook - Size: 155 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Related Keywords
aaai2021 33 pytorch 9 deep-learning 8 machine-learning 8 artificial-intelligence 5 natural-language-processing 3 gan 3 image-retrieval 3 deep-metric-learning 3 aaai 3 gnn 2 graph-neural-networks 2 meta-learning 2 self-supervised-learning 2 computer-vision 2 domain-adaptation 1 reinforcement-learning 1 appliedai 1 data-valuation 1 least-core 1 mlrc22 1 paper-reproduction 1 papers-with-code 1 transferlab 1 intent-detection 1 open-classification 1 out-of-distribution-detection 1 python 1 network-flows 1 graph-cuts 1 gaussian-processes 1 expensive-to-evaluate-functions 1 discrete-optimization 1 combinatorial-optimization 1 black-box-optimization 1 bayesian-optimization 1 bayesian 1 natural-language-understanding 1 perturbation-methods 1 intent-discovering 1 clustering 1 medical-diagnosis 1 information-bottleneck-theory 1 attribute-interactions 1 semantic-segmentation 1 scene-parsing 1 real-time 1 cityscapes 1 nlp 1 knowledge-graph 1 information-extraction 1 entity-alignment 1 stereo-vision 1 stereo 1 l0-regularization 1 fooling-stereo-networks 1 recommender-systems 1 extreme-weathers 1 adversarial-perturbations 1 adversarial-machine-learning 1 adversarial-examples 1 adversarial-attacks 1 3d-vision 1 3d-reconstruction 1 forcasting 1 resnet-50 1 cub-200 1 cars-196 1 hostality-detection 1 fake-news 1 covid-19-data 1 metric-learning 1 cars196 1 semi-supervised-learning 1 semi-supervised-algorithms 1 gan-generator 1 classification 1 artificial-data 1 knowledge-distillation 1 pre-train 1 regularization 1 gcn 1 paper 1 mixup 1 fine-grained-recognition 1 data-augmentation 1 cutmix 1 multi-agent 1 motion-forecasting 1 human-trajectory-prediction 1 disentangled-graph-neural-networks 1 autonomous-vehicles 1 simulation 1 multiagent-systems 1 consensus-protocol 1 lf-font 1 generative-models 1 font-generation 1 font 1 watermark-removal 1