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@visinf Visual Inference Lab @TU Darmstadt

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    39 repositories

    • cad

      Public
      Content-Adaptive Downsampling in Convolutional Neural Networks (CVPR 2023 Workshop on Efficient Deep Learning for Computer Vision)
      Python
      •
      Apache License 2.0
      •1•25•0•0•Updated Dec 12, 2024Dec 12, 2024

    • idsds

      Public
      Benchmarking the Attribution Quality of Vision Models (NeurIPS)
      Python
      •
      Apache License 2.0
      •0•3•0•0•Updated Dec 9, 2024Dec 9, 2024

    • funnybirds

      Public
      FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)
      JavaScript
      •
      Apache License 2.0
      •3•20•1•0•Updated Dec 5, 2024Dec 5, 2024

    • primaps

      Public
      Python
      •
      Apache License 2.0
      •0•12•0•0•Updated Nov 27, 2024Nov 27, 2024

    • visinf.github.io

      Public
      Collection of project pages for publications of the Visual Inference Lab
      CSS
      •0•0•0•0•Updated Nov 27, 2024Nov 27, 2024

    • benchmarking-synthetic-clones

      Public
      Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images (CVPR 2024 Workshop on Harnessing Generative Models for Synthetic Visual Datasets)
      Python
      •
      Apache License 2.0
      •0•5•0•0•Updated Sep 25, 2024Sep 25, 2024

    • DIAGen

      Public
      DIAGen: Semantically Diverse Image Augmentation with Generative Models for Few-Shot Learning (GCPR 2024)
      Python
      •
      Apache License 2.0
      •0•7•0•0•Updated Sep 6, 2024Sep 6, 2024

    • adapter_plus

      Public
      [CVPR 2024] Official implementation of "Adapters Strike Back"
      Python
      •
      Apache License 2.0
      •1•33•0•0•Updated Jul 24, 2024Jul 24, 2024

    • funnybirds-framework

      Public
      FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)
      Python
      •
      Apache License 2.0
      •2•15•0•0•Updated Apr 8, 2024Apr 8, 2024

    • playing-for-data

      Public
      Playing for data: Ground Truth from Computer Games (ECCV 2016)
      C++
      •
      Other
      •0•4•1•0•Updated Nov 24, 2023Nov 24, 2023

    • mirrorflow

      Public
      MirrorFlow: Exploiting Symmetries in Joint Optical Flow and Occlusion Estimation (ICCV 2017)
      C++
      •
      Other
      •0•2•0•0•Updated Nov 23, 2023Nov 23, 2023

    • interleaved-rtf

      Public
      Interleaved Regression Tree Field Cascades for Blind Image Deconvolution
      C++
      •
      Other
      •0•0•0•0•Updated Nov 23, 2023Nov 23, 2023

    • matryoshka

      Public
      Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers
      Python
      •
      MIT License
      •0•1•0•0•Updated Nov 22, 2023Nov 22, 2023

    • veto

      Public
      Vision Relation Transformer for Unbiased Scene Graph Generation (ICCV 2023)
      Jupyter Notebook
      •
      Apache License 2.0
      •6•22•5•0•Updated Sep 27, 2023Sep 27, 2023

    • fldr-vfi

      Public
      Efficient Feature Extraction for High-resolution Video Frame Interpolation (BMVC 2022)
      Python
      •
      Apache License 2.0
      •3•12•0•0•Updated Aug 24, 2023Aug 24, 2023

    • self-adaptive

      Public
      Semantic Self-adaptation: Enhancing Generalization with a Single Sample
      Python
      •
      Apache License 2.0
      •0•17•0•0•Updated Jul 21, 2023Jul 21, 2023

    • n3net

      Public
      Neural Nearest Neighbors Networks (NIPS*2018)
      Python
      •
      Other
      •45•287•15•3•Updated Jul 6, 2023Jul 6, 2023

    • fast-axiomatic-attribution

      Public
      Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)
      Jupyter Notebook
      •
      Apache License 2.0
      •1•15•0•0•Updated May 12, 2023May 12, 2023

    • semantic_lattice

      Public
      Semantic Lattice (GCPR 2019)
      Python
      •
      Apache License 2.0
      •0•5•0•5•Updated Dec 8, 2022Dec 8, 2022

    • s2-flow

      Public
      S2-Flow: Joint Semantic and Style Editing of Facial Images (BMVC 2022)
      Python
      •
      Apache License 2.0
      •2•7•0•0•Updated Nov 27, 2022Nov 27, 2022

    • jwae

      Public
      Joint Wasserstein Autoencoders for Aligning Multimodal Embeddings (ICCV 2019 Workshop on Cross-Modal Learning in Real World)
      Python
      •
      Apache License 2.0
      •0•5•0•0•Updated Jul 28, 2022Jul 28, 2022

    • mar-scf

      Public
      Normalizing Flows with Multi-Scale Autoregressive Priors (CVPR 2020)
      Python
      •
      Apache License 2.0
      •4•15•1•0•Updated Jul 22, 2022Jul 22, 2022

    • cos-cvae

      Public
      Diverse Image Captioning with Context-Object Split Latent Spaces (NeurIPS 2020)
      image-captioninglatent-variable-modelsvariational-autoencoderconditional-vaeneurips2020
      Jupyter Notebook
      •
      Apache License 2.0
      •7•37•3•0•Updated May 16, 2022May 16, 2022

    • pixelpyramids

      Public
      PixelPyramids: Exact Inference Models from Lossless Image Pyramids (ICCV 2021)
      image-generationautoregressivegenerative-modelsimage-synthesishighresolution
      Python
      •
      Apache License 2.0
      •2•10•1•0•Updated May 16, 2022May 16, 2022

    • lnfmm

      Public
      Latent Normalizing Flows for Many-to-Many Cross Domain Mappings (ICLR 2020)
      image-to-texttext-to-imagelatent-variable-modelsnormalizing-flowsconditional-vaegenerative-modelsvision-and-languagemultimodal-deep-learning
      Python
      •
      Apache License 2.0
      •12•33•2•0•Updated May 12, 2022May 12, 2022

    • self-mono-sf

      Public
      Self-Supervised Monocular Scene Flow Estimation (CVPR 2020)
      Python
      •
      Apache License 2.0
      •47•250•2•0•Updated Apr 18, 2022Apr 18, 2022

    • irr

      Public
      Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation (CVPR 2019)
      Python
      •
      Apache License 2.0
      •32•198•4•0•Updated Mar 14, 2022Mar 14, 2022

    • style-seqcvae

      Public
      Diverse Image Captioning with Grounded Style (GCPR 2021)
      Python
      •
      Apache License 2.0
      •1•6•1•0•Updated Feb 4, 2022Feb 4, 2022

    • dense-ulearn-vos

      Public
      Dense Unsupervised Learning for Video Segmentation (NeurIPS*2021)
      unsupervised-learningvideo-object-segmentationneurips-2021
      Python
      •
      Apache License 2.0
      •21•181•3•0•Updated Dec 1, 2021Dec 1, 2021

    • 1-stage-wseg

      Public
      Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)
      weakly-supervised-learningcvpr2020semantic-segmentation
      Python
      •
      Apache License 2.0
      •43•381•6•0•Updated Nov 10, 2021Nov 10, 2021