Projects in Awesome Lists by BorealisAI
A curated list of projects in awesome lists by BorealisAI .
https://github.com/borealisai/advertorch
A Toolbox for Adversarial Robustness Research
adversarial-attacks adversarial-example adversarial-examples adversarial-learning adversarial-machine-learning adversarial-perturbations benchmarking machine-learning pytorch robustness security toolbox
Last synced: 15 May 2025
https://github.com/BorealisAI/advertorch
A Toolbox for Adversarial Robustness Research
adversarial-attacks adversarial-example adversarial-examples adversarial-learning adversarial-machine-learning adversarial-perturbations benchmarking machine-learning pytorch robustness security toolbox
Last synced: 27 Mar 2025
https://github.com/borealisai/noise_flow
Noise Flow: Noise Modeling with Conditional Normalizing Flows
Last synced: 07 Apr 2025
https://github.com/borealisai/private-data-generation
A toolbox for differentially private data generation
differential-privacy generative-adversarial-network generative-models graphical-models
Last synced: 07 Apr 2025
https://github.com/borealisai/flora-opt
This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.
deep-learning flax jax large-language-models lora memory-efficient-tuning optax peft random-projection transformers
Last synced: 02 Sep 2025
https://github.com/borealisai/slaps-gnn
PyTorch code of "SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks"
Last synced: 07 Sep 2025
https://github.com/borealisai/de-simple
Diachronic Embedding for Temporal Knowledge Graph Completion
Last synced: 14 Apr 2025
https://github.com/borealisai/neuzip
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.
Last synced: 02 Aug 2025
https://github.com/borealisai/ranksim-imbalanced-regression
[ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression
imbalanced-data imbalanced-learning imbalanced-regression regression
Last synced: 07 Apr 2025
https://github.com/borealisai/continuous-time-flow-process
PyTorch code of "Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows" (NeurIPS 2020)
generative-model neurips-2020 normalizing-flows pytorch stochastic-processes
Last synced: 07 Apr 2025
https://github.com/borealisai/lite_tracer
a light weight experiment reproducibility toolset
Last synced: 14 Jul 2025
https://github.com/BorealisAI/lite_tracer
a light weight experiment reproducibility toolset
Last synced: 02 May 2025
https://github.com/borealisai/pommerman-baseline
Code for the paper "Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition"
adversarial-search deep-reinforcement-learning multi-agent-reinforcement-learning pommerman reinforcement-learning
Last synced: 01 Aug 2025
https://github.com/borealisai/mma_training
Code for the paper "MMA Training: Direct Input Space Margin Maximization through Adversarial Training"
adversarial-training robustness
Last synced: 07 Apr 2025
https://github.com/borealisai/tsc-disc-proto
Discriminative Prototypes learned by Dynamic Time Warping (DTW) for Time Series Classification (TSC)
dynamic-time-warping pytorch time-series-classification
Last synced: 07 Mar 2026
https://github.com/borealisai/mtmfrl
Multi Type Mean Field Reinforcement Learning
Last synced: 07 Apr 2025
https://github.com/borealisai/mmoeex-mtl
PyTorch Implementation of the Multi-gate Mixture-of-Experts with Exclusivity (MMoEEx)
mixture-of-experts multi-task-learning pytorch
Last synced: 07 Apr 2025
https://github.com/borealisai/cp-vae
On Variational Learning of Controllable Representations for Text without Supervision https://arxiv.org/abs/1905.11975
Last synced: 11 Feb 2026
https://github.com/borealisai/cross_domain_coherence
A Cross-Domain Transferable Neural Coherence Model https://arxiv.org/abs/1905.11912
Last synced: 17 Aug 2025
https://github.com/borealisai/bre-gan
Code for ICLR2018 paper: Improving GAN Training via Binarized Representation Entropy (BRE) Regularization - Y. Cao · W Ding · Y.C. Lui · R. Huang
Last synced: 07 Apr 2025
https://github.com/borealisai/dt-fixup
Optimizing Deeper Transformers on Small Datasets https://arxiv.org/abs/2012.15355
Last synced: 07 Apr 2025
https://github.com/BorealisAI/DT-Fixup
Optimizing Deeper Transformers on Small Datasets https://arxiv.org/abs/2012.15355
Last synced: 20 Mar 2025
https://github.com/borealisai/rate_distortion
Evaluating Lossy Compression Rates of Deep Generative Models
Last synced: 07 Apr 2025
https://github.com/borealisai/provide
PROVIDE: A Probabilistic Framework for Unsupervised Video Decomposition (UAI 2021)
probabilistic pytorch uai unsupervised video-decomposition
Last synced: 07 Apr 2025
https://github.com/borealisai/code-gen-tae
Code generation from natural language with less prior and more monolingual data
Last synced: 09 Jul 2025
https://github.com/borealisai/continuous-latent-process-flows
Code, data, and pre-trained models for the paper "Continuous Latent Process Flows" (NeurIPS 2021)
Last synced: 07 Apr 2025
https://github.com/borealisai/efficient-vit-training
PyTorch code of "Training a Vision Transformer from scratch in less than 24 hours with 1 GPU" (HiTY workshop at Neurips 2022)
Last synced: 07 Apr 2025
https://github.com/borealisai/oos-kge
PyTorch code of “Out-of-Sample Representation Learning for Multi-Relational Graphs” (EMNLP 2020)
emnlp2020 knowledge-graph machine-learning pytorch
Last synced: 20 Jul 2025
https://github.com/borealisai/ssl-for-timeseries
Self Supervised Learning for Time Series Using Similarity Distillation
Last synced: 07 Apr 2025
https://github.com/borealisai/autocast-plus-plus
[ICLR'24] AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval
Last synced: 14 Apr 2025
https://github.com/borealisai/nflow-cdf-approximations
Official implementation of "Efficient CDF Approximations for Normalizing Flows"
Last synced: 07 Apr 2025
https://github.com/borealisai/group-feature-importance
Group feature importance
Last synced: 07 Apr 2025
https://github.com/borealisai/keyphrase-generation
PyTorch code of “Diverse Keyphrase Generation with Neural Unlikelihood Training” (COLING 2020)
generative-model keyphrase-generation machine-learning nlp pytorch seq2seq
Last synced: 25 Feb 2026
https://github.com/borealisai/bmi
Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer https://arxiv.org/abs/1905.11978
Last synced: 07 Apr 2025
https://github.com/borealisai/imle
Code for differentially private Implicit Maximum Likelihood Estimation model
Last synced: 15 Jul 2025
https://github.com/borealisai/meta-tpp
PyTorch-Lightning implementation of Meta Temporal Point Processes
asynchronous-time-series meta-learning temporal-point-process time-series
Last synced: 21 Jun 2025
https://github.com/borealisai/sasrec-ccql
PyTorch code of "Robust Reinforcement Learning Objectives for Sequential Recommender Systems"
Last synced: 09 Nov 2025
https://github.com/borealisai/perturbed-forgetting
Training SAM, GSAM, ASAM with standard and OBF perturbations
Last synced: 26 Aug 2025
https://github.com/borealisai/eval_dr_by_wsd
Evaluating quality of dimensionality reduction map with Wasserstein distances
Last synced: 12 Apr 2025
https://github.com/borealisai/raps
Code for the paper "Causal Bandits without Graph Learning"
Last synced: 12 Apr 2025
https://github.com/borealisai/probforest
Differentiable relaxations of tree-based models.
autograd lightgbm pytorch randomforest tree xgboost
Last synced: 27 Apr 2026
https://github.com/borealisai/dynashare-mtl
PyTorch Implementation of DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning
dynamic-neural-networks multi-task-learning pytorch
Last synced: 29 Apr 2026
https://github.com/borealisai/robust-gan
On Minimax Optimality of GANs for Robust Mean Estimation
Last synced: 02 Jan 2026
https://github.com/borealisai/monotonicity-mixup
Code of "Not Too Close and Not Too Far: Enforcing Monotonicity Requires Penalizing The Right Points"
monotonicity neurips-2021 pytorch xai4debugging
Last synced: 16 May 2026