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@visinf Visual Inference Lab @TU Darmstadt

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    51 repositories

    • visinf.github.io

      Public
      Collection of project pages for publications of the Visual Inference Lab
      JavaScript
      •0•0•0•0•Updated Apr 21, 2026Apr 21, 2026

    • MARCO

      Public
      [CVPR 2026 Oral] "MARCO: Navigating the Unseen Space of Semantic Correspondence"
      Python
      •
      Apache License 2.0
      •4•78•1•0•Updated Apr 21, 2026Apr 21, 2026

    • INSID3

      Public
      [CVPR 2026 Oral] "INSID3: Training-Free In-Context Segmentation with DINOv3"
      Python
      •
      Apache License 2.0
      •20•279•0•0•Updated Apr 20, 2026Apr 20, 2026

    • beyond-accuracy

      Public
      Beyond Accuracy: What Matters in Designing Well-Behaved Models?
      Python
      •
      Apache License 2.0
      •1•19•0•0•Updated Mar 30, 2026Mar 30, 2026

    • cups

      Public
      Scene-Centric Unsupervised Panoptic Segmentation (CVPR 2025 Highlight)
      segmentationunsupervised-learningscene-understanding
      segmentationunsupervised-learningscene-understandingpanoptic-segmentationunsupervised-segmentationunsupervised-panoptic-segmentationunsupervised-scene-understanding
      Python
      •
      Apache License 2.0
      •6•81•2•0•Updated Mar 27, 2026Mar 27, 2026

    • veto

      Public
      Vision Relation Transformer for Unbiased Scene Graph Generation (ICCV 2023)
      Jupyter Notebook
      •
      Apache License 2.0
      •6•22•5•0•Updated Mar 23, 2026Mar 23, 2026

    • KARMMA

      Public
      Multimodal Knowledge Distillation for Egocentric Action Recognition Robust to Missing Modalities (ICRA 2026)
      egocentric-action-recognitionmultimodal-learningmultimodal-distillation
      egocentric-action-recognitionmultimodal-learningmultimodal-distillationmissing-modality-robustness
      Apache License 2.0
      •0•1•0•0•Updated Mar 2, 2026Mar 2, 2026

    • funnybirds

      Public
      FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)
      JavaScript
      •
      Apache License 2.0
      •3•21•0•0•Updated Feb 24, 2026Feb 24, 2026

    • fast-axiomatic-attribution

      Public
      Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)
      Jupyter Notebook
      •
      Apache License 2.0
      •1•15•0•0•Updated Feb 24, 2026Feb 24, 2026

    • emat

      Public
      Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation (GCPR 2025)
      computer-visionefficiencysemantic-segmentation
      computer-visionefficiencysemantic-segmentationmultilabel-classificationfew-shot-learning
      Python
      •
      Apache License 2.0
      •0•8•0•0•Updated Feb 3, 2026Feb 3, 2026

    • ReCoVEr

      Public
      Removing Cost Volumes from Optical Flow Estimators (ICCV 2025 Oral)
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •3•37•0•0•Updated Dec 2, 2025Dec 2, 2025

    • actsub

      Public
      Activation Subspaces for Out-of-Distribution Detection (ICCV 2025)
      Python
      •
      Apache License 2.0
      •0•7•0•0•Updated Oct 24, 2025Oct 24, 2025

    • glass

      Public
      GLASS: Guided Latent Slot Diffusion for Object-Centric Learning (CVPR 2025)
      Python
      •
      Apache License 2.0
      •0•12•0•0•Updated Oct 15, 2025Oct 15, 2025

    • mr-dinosaur

      Public
      Motion-Refined DINOSAUR for Unsupervised Multi-Object Discovery (ICCVW 2025)
      unsupervised-learninginstance-segmentationobject-discovery
      unsupervised-learninginstance-segmentationobject-discoveryunsupervised-multi-object-discoveryunsupervised-instance-segmentationmulti-object-discovery
      Python
      •
      Apache License 2.0
      •0•13•0•0•Updated Sep 18, 2025Sep 18, 2025

    • ART

      Public
      ART: Adaptive Relation Tuning for Generalized Relation Detection (ICCV 2025)
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •0•8•0•0•Updated Aug 5, 2025Aug 5, 2025

    • disentangle-channels

      Public
      Disentangling Polysemantic Channels in Convolutional Neural Networks (CVPRW 2025)
      Python
      •0•6•0•0•Updated Jul 17, 2025Jul 17, 2025

    • cad

      Public
      Content-Adaptive Downsampling in Convolutional Neural Networks (CVPR 2023 Workshop on Efficient Deep Learning for Computer Vision)
      Python
      •
      Apache License 2.0
      •3•31•0•0•Updated Dec 12, 2024Dec 12, 2024

    • idsds

      Public
      Benchmarking the Attribution Quality of Vision Models (NeurIPS 2024)
      Python
      •
      Apache License 2.0
      •0•4•0•0•Updated Dec 9, 2024Dec 9, 2024

    • primaps

      Public
      Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals (TMLR 2024)
      pcaunsupervised-learningsemantic-segmentation
      pcaunsupervised-learningsemantic-segmentationdinounsupervised-semantic-segmentation
      Python
      •
      Apache License 2.0
      •1•18•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 Synth…
      Python
      •
      Apache License 2.0
      •0•5•1•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•10•0•0•Updated Sep 6, 2024Sep 6, 2024

    • adapter_plus

      Public
      Adapters Strike Back (CVPR 2024)
      Python
      •
      Apache License 2.0
      •2•44•1•1•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
      •4•17•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•8•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 (WACV 2015)
      C++
      •
      Other
      •0•1•0•0•Updated Nov 23, 2023Nov 23, 2023

    • matryoshka

      Public
      Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers (CVPR 2018)
      Python
      •
      MIT License
      •0•3•0•0•Updated Nov 22, 2023Nov 22, 2023

    • fldr-vfi

      Public
      Efficient Feature Extraction for High-resolution Video Frame Interpolation (BMVC 2022)
      Python
      •
      Apache License 2.0
      •3•14•0•0•Updated Aug 24, 2023Aug 24, 2023

    • self-adaptive

      Public
      Semantic Self-adaptation: Enhancing Generalization with a Single Sample (TMLR 2023)
      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•289•15•3•Updated Jul 6, 2023Jul 6, 2023
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