RBC Borealis

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52 repositories

jump-starting-bandits
Public
Python
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Other
•1•2•0•0•Updated Nov 9, 2024Nov 9, 2024
llm-pddl-planning
Public
Other
•0•0•0•0•Updated Nov 9, 2024Nov 9, 2024
neuzip
Public
Official repository for the paper "NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks". This repository contains the code for the experiments in the paper.
Cuda
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Other
•2•45•0•1•Updated Oct 31, 2024Oct 31, 2024
adaflood
Public
Python
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Other
•0•1•0•0•Updated Aug 21, 2024Aug 21, 2024
robust-gan
Public
On Minimax Optimality of GANs for Robust Mean Estimation
Python
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Other
•1•1•0•2•Updated Jul 25, 2024Jul 25, 2024
de-simple
Public
Diachronic Embedding for Temporal Knowledge Graph Completion
Python
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Other
•18•83•3•2•Updated Jul 25, 2024Jul 25, 2024
autocast-plus-plus
Public
[ICLR'24] AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval
Python
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Other
•0•4•0•0•Updated Jul 16, 2024Jul 16, 2024
constant-memory-anp
Public
Python
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Other
•0•2•0•0•Updated Jul 8, 2024Jul 8, 2024
flora-opt
Public
This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.
deep-learning transformers flax lora peft jax random-projection optax large-language-models memory-efficient-tuning
Python
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GNU Lesser General Public License v3.0
•5•84•0•0•Updated Jul 1, 2024Jul 1, 2024
perturbed-forgetting
Public
Training SAM, GSAM, ASAM with standard and OBF perturbations
Python
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Other
•0•3•0•0•Updated Jun 12, 2024Jun 12, 2024
meta-tpp
Public
PyTorch-Lightning implementation of Meta Temporal Point Processes
time-series meta-learning temporal-point-process asynchronous-time-series
Python
•0•3•0•0•Updated May 4, 2024May 4, 2024
tree-cross-attention
Public
Python
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Other
•2•5•0•0•Updated Apr 9, 2024Apr 9, 2024
group-feature-importance
Public
Group feature importance
Python
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Other
•0•4•0•6•Updated Apr 3, 2024Apr 3, 2024
DynaShare-MTL
Public
PyTorch Implementation of DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning
pytorch multi-task-learning dynamic-neural-networks
Python
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Other
•0•1•0•0•Updated Mar 21, 2024Mar 21, 2024
latent-bottlenecked-anp
Public
Python
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Other
•1•5•0•0•Updated Mar 15, 2024Mar 15, 2024
ConR
Public
Contrastive Regularizer
Python
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Other
•1•7•2•0•Updated Feb 15, 2024Feb 15, 2024
dcf
Public
Python
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Other
•0•1•0•0•Updated Feb 14, 2024Feb 14, 2024
sasrec-ccql
Public
PyTorch code of "Robust Reinforcement Learning Objectives for Sequential Recommender Systems"
Python
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Other
•0•3•1•0•Updated Dec 18, 2023Dec 18, 2023
towards-better-sel-cls
Public
Python
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Other
•1•6•1•0•Updated Dec 14, 2023Dec 14, 2023
PROVIDE
Public
PROVIDE: A Probabilistic Framework for Unsupervised Video Decomposition (UAI 2021)
unsupervised pytorch probabilistic video-decomposition uai
Python
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Other
•1•13•1•3•Updated Oct 3, 2023Oct 3, 2023
advertorch
Public
A Toolbox for Adversarial Robustness Research
security benchmarking machine-learning robustness adversarial-learning adversarial-machine-learning adversarial-example adversarial-examples adversarial-attacks adversarial-perturbations
Jupyter Notebook
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GNU Lesser General Public License v3.0
•198•1.3k•22•5•Updated Sep 14, 2023Sep 14, 2023
efficient-vit-training
Public
PyTorch code of "Training a Vision Transformer from scratch in less than 24 hours with 1 GPU" (HiTY workshop at Neurips 2022)
Python
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Other
•4•20•0•0•Updated Aug 30, 2023Aug 30, 2023
private-data-generation
Public
A toolbox for differentially private data generation
generative-adversarial-network graphical-models differential-privacy generative-models
Python
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Other
•31•129•8•2•Updated Jul 6, 2023Jul 6, 2023
raps
Public
Code for the paper "Causal Bandits without Graph Learning"
causality bandit-algorithms
Jupyter Notebook
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Other
•0•2•0•0•Updated May 26, 2023May 26, 2023
scaleformer
Public
Python
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Other
•13•125•3•0•Updated Feb 7, 2023Feb 7, 2023
DT-Fixup
Public
Optimizing Deeper Transformers on Small Datasets https://arxiv.org/abs/2012.15355
Python
•10•15•4•0•Updated Nov 2, 2022Nov 2, 2022
ranksim-imbalanced-regression
Public
[ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression
regression imbalanced-data imbalanced-learning imbalanced-regression
Python
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Other
•10•43•3•0•Updated Oct 28, 2022Oct 28, 2022
ssl-for-timeseries
Public
Self Supervised Learning for Time Series Using Similarity Distillation
Python
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Other
•1•10•0•0•Updated Jun 29, 2022Jun 29, 2022
mtmfrl
Public
Multi Type Mean Field Reinforcement Learning
Python
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Other
•10•30•0•0•Updated Jun 13, 2022Jun 13, 2022
ProbForest
Public
Differentiable relaxations of tree-based models.
tree pytorch autograd randomforest xgboost lightgbm
Python
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GNU Lesser General Public License v3.0
•1•2•0•0•Updated Jun 3, 2022Jun 3, 2022