debcaldarola

debcaldarola's Stars

• jacobgil/pytorch-grad-cam

  Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

  Language:Python10.5k454151.6k

• adap/flower

  Flower: A Friendly Federated AI Framework

  Language:Python5k42583866

• facebookresearch/DomainBed

  DomainBed is a suite to test domain generalization algorithms

  Language:Python1.4k29105298

• noahgolmant/pytorch-hessian-eigenthings

  Efficient PyTorch Hessian eigendecomposition tools!

  Language:Python358152843

• google/fedjax

  FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.

  Language:Python252111741

• fcdl94/MiB

  Official code for Modeling the Background for Incremental Learning in Semantic Segmentation https://arxiv.org/abs/2002.00718

  Language:Python16642944

• PolinaKirichenko/deep_feature_reweighting

  Language:Jupyter Notebook1032312

• EgocentricVision/EgocentricVision

  🔍 Explore Egocentric Vision: research, data, challenges, real-world apps. Stay updated & contribute to our dynamic repository! Work-in-progress; join us!

  77306

• fcdl94/WILSON

  Official implementation of "Incremental Learning in Semantic Segmentation from Image Labels"

  Language:Python593169

• izmailovpavel/spurious_feature_learning

  Language:Python41375

• imirzadeh/CL-Gym

  CL-Gym: Full-Featured PyTorch Library for Continual Learning

  Language:Python40443

• silvia1993/ROS

  Rotation-based Open Set

  Language:Python40328

• Erosinho13/FedDrive

  Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving

  Language:Python38256

• Erosinho13/LADD

  Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning

  Language:Python33228

• silvia1993/HyMOS

  Hyperspherical classification for Multi-source Open-Set domain adaptation

  Language:Python29273

• gabrieletiboni/paintnet

  PaintNet: Unstructured Multi-Path Learning from 3D Point Clouds for Robotic Spray Painting

  Language:Python25239

• EgocentricVision/N-EPIC-Kitchens

  N-EPIC-Kitchens: The event-based camera extension of the large-scale EPIC-Kitchens dataset.

  Language:Shell20241

• gabrieletiboni/dropo

  DROPO: Sim-to-Real Transfer with Offline Domain Randomization

  Language:Python20201

• gabrieletiboni/doraemon

  Domain Randomization via Entropy Maximization

  Language:Python15101

• RickZack/FedSeq

  Official PyTorch implementation of "Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients", accepted at ICPR 2022

  Language:Python15201

• gabrieletiboni/sb3-gym-interface

  Interface to stable-baselines3 APIs for training RL policies on gym-registered environments

  Language:Python12200

• gianluigilopardo/smace

  Code for the paper "SMACE: A New Method for the Interpretability of Composite Decision Systems", ECML 2022

  Language:Jupyter Notebook9100

• gianluigilopardo/attention_meets_xai

  Code for the paper "Attention Meets Post-hoc Interpretability: A Mathematical Perspective"

  Language:Jupyter Notebook7100

• EgocentricVision/RNA-TTA

  A new multi-modal TTA approach, called RNA++, combined with a new set of losses (CR losses) aiming at reducing classifier’s uncertainty

  Language:Python6110

• gianluigilopardo/anchors_text_theory

  A Sea of Words: An In-Depth Analysis of Anchors for Text Data

  Language:Python6200

• gianluigilopardo/fred

  Language:Python6101

• marcociccone/yapt

  Yet Another PyTorch Trainer

  Language:Python5303

• gianluigilopardo/anchors_vs_lime_text

  A Comparison of Feature Importance and Rule Extraction for Interpretability on Text Data

  Language:Python4100

• FedDrive/feddrive.github.io

  Language:HTML210

• gallottino/weather-forecast

  A Google weather forecast clone

  Language:Dart110