icml-2023

There are 2 repositories under icml-2023 topic.

MinkaiXu / GeoLDM
Geometric Latent Diffusion Models for 3D Molecule Generation
deep-generative-model diffusion-models drug-discovery geometric-deep-learning icml-2023 molecule molecule-generation
Language:Python 167
XiaoxinHe / Graph-ViT-MLPMixer
Official Implementation of ICML 2023 paper: "A Generalization of ViT/MLP-Mixer to Graphs"
icml-2023
Language:Python 138
doujiang-zheng / Graph-Learning-Reading-List
Advances on machine learning of graphs, covering the reading list of recent top academic conferences.
deep-learning graph-embedding graph-learning graph-neural-networks iclr-2023 icml-2023 neurips-2023
Language:Jupyter Notebook 126
YyzHarry / SubpopBench
[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
benchmark domain-generalization out-of-distribution subgroup subpopulation subpopulation-shift class-imbalance ood-generalization ood-robustness spurious-correlations icml icml-2023
Language:Python 91
XiaoxinHe / icml2023_learning_on_graphs
List of papers on ICML2023.
icml-2023
Language:Python 52
htqin / BiBench
This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.
benchmark binarization binarized-neural-networks icml-2023 model-compression binary-neural-networks model-quantization
Language:Python 47
nsidn98 / InforMARL
Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation
graph-neural-networks graphneuralnetwork multiagent-reinforcement-learning navigation reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments icml-2023
Language:Python 47
FutureComputing4AI / Hrrformer
Hrrformer: A Neuro-symbolic Self-attention Model (ICML23)
ember long-range-arena lra malware neuro-symbolic self-attention transformer holographic-reduced-representations hrr hrrformer icml icml-2023
Language:Python 38
aidos-lab / TARDIS
TARDIS: Topological Algorithms for Robust DIscovery of Singularities
anomaly-detection topological-data-analysis topological-machine-learning singularity-detection icml-2023
Language:Python 37
c-yn / IRNeXt
[ICML2023] IRNeXt: Rethinking Convolutional Network Design for Image Restoration
icml-2023 image-restoration pytorch
Language:Python 37
Wuyxin / DISC
Official code of "Discover and Cure: Concept-aware Mitigation of Spurious Correlation" (ICML 2023)
data-augmentation generalization icml-2023 interpretability-and-explainability pytorch spurious-correlation stable-diffusion
Language:Python 34
clear-nus / NCDSSM
PyTorch implementation of the NCDSSM models presented in the ICML '23 paper "Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series".
continuous-time forecasting icml-2023 imputation kalman-filter state-space-model time-series
Language:Python 21
batmanlab / ICML-2023-Route-interpret-repeat
Official repository of ICML 2023 paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat
chest-xrays computer-vision cub200-2011 explainability explainable-ai ham10000 icml-2023 interpretability medical-imaging mimic-cxr pytorch vision-transformer
Language:Jupyter Notebook 19
tinyvision / PreNAS
The official implementation of paper PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search
icml-2023 neural-architecture-search one-shot-nas pytorch transformer zero-cost-nas zero-cost-proxies
Language:Python 19
BorgwardtLab / fisher_information_embedding
Official code for Fisher information embedding for node and graph learning (ICML 2023)
attention-model graph-kernels graph-learning graph-neural-networks icml-2023 information-geometry
Language:Python 15
tongdaxu / Bit-Allocation-Using-Optimization
Official Implementation for (ICML 2023) Bit Allocation using Optimization
bitrate-control icml-2023
Language:Python 15
Allenpandas / 2023-Reinforcement-Learning-Conferences-Papers
The proceedings of top conference in 2023 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.
deep-reinforcement-learning iclr-2023 icml-2023 neurips-2023 reinforcement-learning reinforcement-learning-paper reinforcement-learning-papers aaai-2023 aamas-2023 deep-reinforcement-learning-paper deep-reinforcement-learning-papers icra-2023 ijcai-2023 meta-reinforcement-learning safe-reinforcement-learning inverse-reinforcement-learning multi-agent-reinforcement-learning hierarchical-reinforcement-learning
12
insitro / ContextViT
Contextual Vision Transformers for Robust Representation Learning
artificial-intelligence computer-vision icml-2023 machine-learning vision-transformer
Language:Python 12
nik-dim / pamal
Official repository of "Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models" [ICML 2023]
icml-2023 mtl multi-task-learning multitask-learning pareto-front weight-ensemble
Language:Python 9
AaltoML / sequential-gp
Code for 'Memory-based dual Gaussian processes for sequential learning' (ICML 2023)
continual-learning gaussian-process icml-2023
Language:Jupyter Notebook 7
chenhaoxing / MACL
This repo is the code of paper "Model-Aware Contrastive Learning: Towards Escaping Dilemmas" (ICML'2023).
contrastive-learning contrastive-loss deep-learning icml-2023 machine-learning pre-training
Language:Python 6
zlin7 / FavMac
Code for the ICML 2023 paper "Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control"
icml-2023 conformal-prediction prediction-sets
Language:Python 5
grasp-lyrl / picture_of_space_of_tasks
Picture of the Space of Learnable Tasks (ICML 23)
icml-2023 information-geometry pretraining representation-learning
Language:Python 4
Karlmyh / ERTR
[ICML23] Extrapolated Random Tree for Regression
decision-trees extrapolation icml-2023 regression-trees
Language:Python 4
lhj815 / D-RMM
[ICML 2023] End-to-End Multi-Object Detection with a Regularized Mixture Model
end-to-end-object-detection icml-2023 object-detection
Language:Python 4
hrshtv / CTreeOT
[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'
belief-propagation case-based-reasoning domain-adaptation message-passing optimal-transport sinkhorn-algorithm sinkhorn-distance structured-prediction text-to-sql text2sql tree-matching tree-similarity test-time-adaptation icml icml-2023 graph-matching ctreeot sinkhorn sinkhorn-knopp icml2023
Language:Python 3
Duntrain / TOPO
Optimizing NOTEARS Objectives via Topological Swaps
causal-discovery graphical-models icml-2023 structure-learning
Language:Python 1
OrbiGenAI-Innovations-Lab / conferences
List of Machine Learning & Data Science Conferences
artificial-intelligence computer-vision conferences cvpr2023 deep-learning healthcare icml-2023 international-conference machine-learning research
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