icml-2022

There are 2 repositories under icml-2022 topic.

alibaba / lightweight-neural-architecture-search
This is a collection of our zero-cost NAS and efficient vision applications.
maedet zennas zero-cost-nas automl nas object-detection training-free-nas deepmad classfication pytorch cvpr2023 iclr2023 neurips-2022 icml-2022
Language:Python 359
PeopleSansPeople
Unity-Technologies / PeopleSansPeople
Unity's privacy-preserving human-centric synthetic data generator
owner-machine-learning billing-5160 applied-ml-research computer-vision human-centric-ml deep-learning synthetic-data synthetic-data-generation synthetic-datasets synthetic-dataset-generation human-pose-estimation human-activity-recognition perception unity unity3d labeling icml-2022 object-detection pose-estimation transfer-learning
Language:C# 298
BorgwardtLab / SAT
Official Pytorch code for Structure-Aware Transformer.
graph-neural-networks graph-representation-learning graph-transformer icml-2022
Language:Python 232
AvivNavon / nash-mtl
Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]
multi-task-learning multi-task game-theory bargaining-game icml-2022
Language:Python 198
neulab / retomaton
PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)
icml-2022 knn language modeling nearest nearest-neighbor neuro-symbolic neurosymbolic pytorch retrieval knn-lm retomaton
Language:Python 68
val-iisc / SDAT
[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",
adversarial-training dann domain-adaptation icml-2022 pytorch sharpness-aware-minimization
Language:Python 63
yuPeiyu98 / Latent-Diffusion-EBM
[ICML 2022] Latent Diffusion Energy-Based Model for Interpretable Text Modeling
generative-model text-modeling icml-2022 pytorch energy-based-model
Language:OpenEdge ABL 63
tk-rusch / GraphCON
GraphCON (ICML 2022)
graph-attention-networks graph-convolutional-networks graph-neural-networks icml icml-2022 oversmoothing pytorch-geometric
Language:Python 51
junxia97 / ProGCL
[ICML 2022] "ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning"
contrastive-learning graph-neural-networks graph-self-supervised-learning hard-negative-mining icml-2022
Language:Python 41
rajarshd / CBR-SUBG
icml-2022 knowledge-graph question-answering semantic-parsing case-based-reasoning
Language:Python 28
tinkoff-ai / eop
Code for the paper "Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters", ICML 2022
evaluation icml icml-2022 offline-rl reinforcement-learning
Language:Jupyter Notebook 28
liang-hou / adcgan
[ICML 2022] Conditional GANs with Auxiliary Discriminative Classifier
cgans icml-2022 pytorch
Language:Python 23
lu-wo / DETRtime
DETRtime, a framework for time-series segmentation
attention-mechanism convolutional-neural-networks deep-learning eeg icml-2022 time-series transformer-models
Language:Python 18
sbyebss / variational_wgf
[ICML2022] Variational Wasserstein gradient flow
gradient-flow icml-2022
Language:Jupyter Notebook 18
landskape-ai / Progressive-Pruning
Official pytorch code for "APP: Anytime Progressive Pruning" (DyNN @ ICML, 2022; CLL @ ACML, 2022, SNN @ ICML, 2022 and SlowDNN 2023)
sparsity pruning anytime-learning neural-networks icml-2022 acml slowdnn
Language:Python 16
YujiaBao / tofu
"Learning Stable Classifiers by Transferring Unstable Features" ICML 2022
icml-2022 machine-learning bias-detection
Language:Python 13
tinkoff-ai / exact
The original PyTorch implementation of the "EXACT: How Train Your Accuracy"
accuracy criterion icml-2022 loss loss-functions optimization pytorch
Language:Python 10
wsingular
CSDUlm / wsingular
Python package for the ICML 2022 paper "Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors".
icml icml-2022 machine-learning metric-learning optimal-transport wasserstein
Language:Python 9
val-iisc / MixupDA
[ICML22] Balancing Discriminability and Transferability for Source-Free Domain Adaptation
domain-adaptation icml-2022 object-recognition semantic-segmentation
Language:Python 9
llylly / DSRS
Code for Double Sampling Randomized Smoothing [ICML 2022]
deep-learning certification icml-2022
Language:Python 8
LucasAlegre / sfols
Code for the paper Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer - ICML 2022
reinforcement-learning rl icml multi-objective multi-objective-rl successor-features successor-representation transfer-learning icml-2022
Language:Python 8
grasp-lyrl / deep_reference_priors
Deep reference priors (ICML22)
icml-2022 pre-training pytorch semi-supervised-learning
Language:Python 6
pbevan1 / Skin-Deep-Unlearning
Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'
deep-learning convolutional-neural-networks cnn melanoma-detection melanoma-classification debiasing debiasing-neural-networks learning-not-to-learn turning-a-blind-eye unlearning dermatology domain-adaptation domain-generalization gradient-reversal gradient-reversal-layer confusion-loss icml icml-2022
Language:Python 5
DensoITLab / featurePI
Feature Space Particle Inference for Neural Network Ensembles (ICML2022)
icml-2022 bayesian-neural-networks ensemble deep-learning icml
Language:Python 4
Allenpandas / 2022-Reinforcement-Learning-Conferences-Papers
The proceedings of top conference in 2022 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.
aaai-2022 aaai2022 deep-reinforcement-learning deep-reinforcement-learning-paper deep-reinforcement-learning-papers iclr2022 icml-2022 icml2022 icra2022 ijcai2022 neurips-2022 neurips2022 reinforcement-learning reinforcement-learning-paper reinforcement-learning-papers aamas-2022 aamas2022 iclr-2022 icra-2022 ijcai-2022
3
FutureComputing4AI / Connectionist-Symbolic-Pseudo-Secrets
Research code for heuristically hiding information for inference run on 3rd party systems (ICML 22)
csps holographic-reduced-representations hrr network-encryption neuro-symbolic icml icml-2022 connectionist-symbolic-pseudo-secrets
Language:Python 3
lntk / egw_gaussians
barycenter closed-form-solution gromov-wasserstein-distance icml-2022 optimal-transport unbalanced-optimal-transport
Language:Jupyter Notebook 2