aaai2021

There are 1 repository under aaai2021 topic.

vinthony / deep-blind-watermark-removal
[AAAI 2021] Split then Refine: Stacked Attention-guided ResUNets for Blind Single Image Visible Watermark Removal
aaai2021 pytorch watermark-removal
Language:Python 217
zengqunzhao / EfficientFace
[AAAI'21] Robust Lightweight Facial Expression Recognition Network with Label Distribution Training
computer-vision facial-expression-recognition pytorch aaai2021 lightweight
Language:Python 171
clovaai / lffont
Official PyTorch implementation of LF-Font (Few-shot Font Generation with Localized Style Representations and Factorization) AAAI 2021
machine-learning deep-learning generative-models font font-generation pytorch lf-font aaai2021
Language:Python 147
Shaoli-Huang / SnapMix
SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)
fine-grained-recognition data-augmentation aaai2021 cutmix mixup
Language:Python 130
thuiar / DeepAligned-Clustering
Discovering New Intents with Deep Aligned Clustering (AAAI 2021)
clustering self-supervised-learning intent-discovering natural-language-processing natural-language-understanding artificial-intelligence aaai2021
Language:Python 116
rootlu / L2P-GNN
Codes and datasets for AAAI-2021 paper "Learning to Pre-train Graph Neural Networks"
aaai2021 gnn meta-learning pre-train
Language:Python 88
DefangChen / SemCKD
[AAAI-2021, TKDE-2023] Official implementation for "Cross-Layer Distillation with Semantic Calibration".
aaai2021 deep-learning knowledge-distillation machine-learning
Language:Jupyter Notebook 75
ExGAN
Stream-AD / ExGAN
Adversarial Generation of Extreme Samples
aaai2021 dcgan extreme-sample-generation extreme-samples gan
Language:Python 73
thuiar / Adaptive-Decision-Boundary
Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)
open-classification natural-language-processing artificial-intelligence intent-detection out-of-distribution-detection aaai2021
Language:Python 70
ds4dm / branch-search-trees
Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)
aaai2021
Language:Python 60
zhyever / SimIPU
[AAAI 2021] Official Implementation of "SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-Training for Spatial-Aware Visual Representations"
aaai aaai2021 paper
Language:Python 48
songqi-github / AttaNet
AttaNet for real-time semantic segmentation.
aaai2021 cityscapes pytorch real-time scene-parsing semantic-segmentation
Language:Python 40
ayaanzhaque / EC-GAN
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (AAAI 2021)
semi-supervised-algorithms gan-generator semi-supervised-learning classification gan aaai2021 artificial-data
Language:Jupyter Notebook 39
ha-lins / GEML-MDG
Code for "Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation". [AAAI 2021]
medical-diagnosis meta-learning aaai2021 allennlp dialogue-generation dialogue-systems
Language:Python 33
navervision / proxy-synthesis
Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)
aaai2021 pytorch proxy-synthesis metric-learning image-retrieval deep-learning deep-metric-learning cars196 regularizer proxy-based synthetic-classes norm-softmax proxy-nca
Language:Python 33
ruizhang-ai / SIGN-Detecting-Beneficial-Feature-Interactions-for-Recommender-Systems
Detecting Beneficial Feature Interactions for Recommender Systems, AAAI 2021
recommender-systems feature-interactions information-bottleneck-theory graph-neural-networks l0-regularization aaai2021
Language:Python 32
yang-han / P-reg
Rethinking Graph Regularization for Graph Neural Networks (AAAI2021)
aaai2021 gcn gnn graph-neural-networks regularization
Language:Python 31
TencentYoutuResearch / SelfSupervisedLearning-DSM
code for AAAI21 paper "Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion“
self-supervised-learning aaai2021
Language:Python 28
eva
cambridgeltl / eva
[AAAI'21] Code release for "Visual Pivoting for (Unsupervised) Entity Alignment".
aaai2021 artificial-intelligence entity-alignment information-extraction knowledge-graph machine-learning natural-language-processing nlp
Language:Python 25
KarlXing / LUSR
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation (AAAI 2021)
aaai2021 domain-adaptation reinforcement-learning
Language:Python 24
kakaoenterprise / AAAI2021_MDR
Official Code of AAAI 2021 Paper "Multi-level Distance Regularization for Deep Metric Learning"
aaai2021 deep-metric-learning image-retrieval pytorch
Language:Python 23
DMRGCN
InhwanBae / DMRGCN
Official Code for "Disentangled Multi-Relational Graph Convolutional Network for Pedestrian Trajectory Prediction (AAAI 2021)"
aaai2021 autonomous-vehicles deep-learning disentangled-graph-neural-networks human-trajectory-prediction motion-forecasting multi-agent
Language:Python 22
liang-hou / slimgan
[AAAI 2021] Slimmable Generative Adversarial Networks
gan pytorch aaai2021
Language:Python 22
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.
auto-encoder dimensionality-reduction rnn lstm svd model-order-reduction reduced-order-models rom manifold-learning rank dimensionality aaai2021 aaai
Language:Jupyter Notebook 16
youngminPIL / AutoLR
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks
image-retrieval deep-metric-learning cub-200 cars-196 aaai2021 resnet-50
Language:Python 15
julilien / LabelRelaxation
Supplementary material and code for "From Label Smoothing to Label Relaxation" as published at AAAI 2021.
aaai aaai2021 calibration deep-learning label-relaxation label-smoothing machine-learning regularization weakly-supervised-learning
Language:Python 14
alexklwong / stereopagnosia
PyTorch implementation of Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations (in AAAI 2021)
machine-learning adversarial-perturbations adversarial-attacks computer-vision pytorch 3d-vision 3d-reconstruction adversarial-machine-learning adversarial-examples stereo stereo-vision aaai aaai2021 fooling-stereo-networks
Language:Python 12
njulus / GLoFA
This is the code of AAAI'21 paper "Tailoring Embedding Function to Heterogeneous Few-Shot Tasks by Global and Local Feature Adaptors".
aaai aaai2021 feature-adaptation few-shot few-shot-learning heterogeneous-task machine-learning meta-learning representation-learning
Language:Python 10
aryandeshwal / MerCBO
Python implementation of Mercer Features for Efficient Combinatorial Bayesian Optimization
combinatorial-optimization bayesian-optimization discrete-optimization python bayesian gaussian-processes network-flows machine-learning graph-cuts black-box-optimization expensive-to-evaluate-functions aaai2021
Language:Python 9
ZIYU-DEEP / AAAI-2021-Paper-List-of-Anomaly-Detection
A list of accepted papers in AAAI 2021 about anomaly detection.
anomaly-detection aaai2021 deep-learning machine-learning artificial-intelligence outlier-detection ood-detection
8
Axeln78 / Transferability-of-spectral-gnns
Experiments for the paper ´An experimental study of the Transferability of spectral graph networks´
graphs deep-learning aaai2021
Language:Python 6
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"
aaai2021 data-valuation machine-learning paper-reproduction transferlab least-core mlrc22 papers-with-code appliedai
Language:Python 4
gimpong / AAAI21-WSDHQ
The code for the paper "Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval" (AAAI'21)
aaai aaai2021 deep-hashing hashing image-retrieval metric-learning quantization weakly-supervised-learning
Language:Python 4
ethanmock / SIGN-pytorch
The L0-SIGN implementation.
recommender-systems attribute-interactions information-bottleneck-theory l0-regularization aaai2021 graph-neural-networks
Language:Python 3
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.
aaai2021 machine-learning deep-learning covid-19-data hostality-detection fake-news
Language:Jupyter Notebook 3
z76316 / CubePerturbMCF
AAAI 2021: A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather Forecasting
aaai2021 deep-learning extreme-weathers forcasting perturbation-methods pytorch
Language:Jupyter Notebook 3

aaai2021

vinthony / deep-blind-watermark-removal

zengqunzhao / EfficientFace

clovaai / lffont

Shaoli-Huang / SnapMix

thuiar / DeepAligned-Clustering

rootlu / L2P-GNN

DefangChen / SemCKD

Stream-AD / ExGAN

thuiar / Adaptive-Decision-Boundary

ds4dm / branch-search-trees

zhyever / SimIPU

songqi-github / AttaNet

ayaanzhaque / EC-GAN

ha-lins / GEML-MDG

navervision / proxy-synthesis

ruizhang-ai / SIGN-Detecting-Beneficial-Feature-Interactions-for-Recommender-Systems

yang-han / P-reg

TencentYoutuResearch / SelfSupervisedLearning-DSM

cambridgeltl / eva

KarlXing / LUSR

kakaoenterprise / AAAI2021_MDR

InhwanBae / DMRGCN

liang-hou / slimgan

rmojgani / PhysicsAwareAE

youngminPIL / AutoLR

julilien / LabelRelaxation

alexklwong / stereopagnosia

njulus / GLoFA

aryandeshwal / MerCBO

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

Axeln78 / Transferability-of-spectral-gnns

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

gimpong / AAAI21-WSDHQ

ethanmock / SIGN-pytorch

omar-sharif03 / CONSTRAINT-AAAI2021

z76316 / CubePerturbMCF