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Joachim Denzler

Identifiers

  • name variant Joachim Denzler 0.60 · backfill

Papers (88)

  1. On the Faithfulness of Post-Hoc Concept Bottleneck Models cs.CV · 2026 · author #5
  2. APIC: Amortized Physics-Informed Calibration using Neural Processes cs.LG · 2026 · author #3
  3. TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations cs.LG · 2026 · author #4
  4. Distance-informed Neural Processes cs.LG · 2025 · author #2
  5. FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks cs.LG · 2025 · author #3
  6. Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable Models cs.CV · 2025 · author #3
  7. CausalRivers -- Scaling up benchmarking of causal discovery for real-world time-series cs.LG · 2025 · author #5
  8. Gradient Extrapolation for Debiased Representation Learning cs.LG · 2025 · author #3
  9. Electromyography-Informed Facial Expression Reconstruction for Physiological-Based Synthesis and Analysis cs.CV · 2025 · author #4
  10. Anomalous Agreement: How to find the Ideal Number of Anomaly Classes in Correlated, Multivariate Time Series Data cs.LG · 2025 · author #2
  11. KAN See Your Face cs.CV · 2024 · author #3
  12. Exploiting Text-Image Latent Spaces for the Description of Visual Concepts cs.CV · 2024 · author #3
  13. Facing Asymmetry -- Uncovering the Causal Link between Facial Symmetry and Expression Classifiers using Synthetic Interventions cs.CV · 2024 · author #4
  14. Functional Tensor Decompositions for Physics-Informed Neural Networks cs.LG · 2024 · author #4
  15. Robust Skin Color Driven Privacy Preserving Face Recognition via Function Secret Sharing cs.CV · 2024 · author #5
  16. Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-regenerative Life Support System Telemetry cs.LG · 2024 · author #4
  17. When Medical Imaging Met Self-Attention: A Love Story That Didn't Quite Work Out cs.CV · 2024 · author #4
  18. Reducing Bias in Pre-trained Models by Tuning while Penalizing Change cs.CV · 2024 · author #3
  19. Regime Identification for Improving Causal Analysis in Non-stationary Timeseries stat.AP · 2024 · author #3
  20. The Power of Properties: Uncovering the Influential Factors in Emotion Classification cs.CV · 2024 · author #4
  21. Physics Informed Modeling of Ecosystem Respiration via Dynamic Mode Decomposition with Control Input math.DS · 2024 · author #2
  22. Embracing the black box: Heading towards foundation models for causal discovery from time series data cs.LG · 2024 · author #3
  23. JeFaPaTo -- A joint toolbox for blinking analysis and facial features extraction cs.CV · 2024 · author #4
  24. Privacy-Preserving Face Recognition in Hybrid Frequency-Color Domain cs.CV · 2024 · author #3
  25. Deep Learning-based Group Causal Inference in Multivariate Time-series cs.LG · 2024 · author #3
  26. Let's Get the FACS Straight -- Reconstructing Obstructed Facial Features cs.CV · 2023 · author #6
  27. Automated Visual Monitoring of Nocturnal Insects with Light-based Camera Traps cs.CV · 2023 · author #4
  28. Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification cs.CV · 2023 · author #3
  29. Simplified Concrete Dropout -- Improving the Generation of Attribution Masks for Fine-grained Classification cs.CV · 2023 · author #3
  30. Improving Data Efficiency for Plant Cover Prediction with Label Interpolation and Monte-Carlo Cropping cs.CV · 2023 · author #4
  31. Is it worth it? Comparing six deep and classical methods for unsupervised anomaly detection in time series cs.LG · 2022 · author #2
  32. Time Series Causal Link Estimation under Hidden Confounding using Knockoff Interventions cs.LG · 2022 · author #3
  33. Causal Discovery using Model Invariance through Knockoff Interventions cs.LG · 2022 · author #3
  34. Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity cs.CV · 2021 · author #4
  35. A Strong Baseline for the VIPriors Data-Efficient Image Classification Challenge cs.CV · 2021 · author #4
  36. Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals cs.LG · 2021 · author #3
  37. Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning cs.LG · 2021 · author #4
  38. Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification cs.CV · 2021 · author #4
  39. WikiChurches: A Fine-Grained Dataset of Architectural Styles with Real-World Challenges cs.CV · 2021 · author #2
  40. Automatic Plant Cover Estimation with Convolutional Neural Networks cs.CV · 2021 · author #7
  41. Self-Supervised Learning from Semantically Imprecise Data cs.CV · 2021 · author #3
  42. EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task cs.LG · 2021 · author #5
  43. Towards Learning an Unbiased Classifier from Biased Data via Conditional Adversarial Debiasing cs.CV · 2021 · author #4
  44. Counterfactual Generation with Knockoffs cs.CV · 2021 · author #3
  45. Analysing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study cs.CV · 2020 · author #6
  46. EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts cs.LG · 2020 · author #3
  47. Content-based Image Retrieval and the Semantic Gap in the Deep Learning Era cs.CV · 2020 · author #2
  48. Finding Relevant Flood Images on Twitter using Content-based Filters cs.CV · 2020 · author #4
  49. Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge cs.CV · 2020 · author #3
  50. End-to-end Learning of a Fisher Vector Encoding for Part Features in Fine-grained Recognition cs.CV · 2020 · author #3
  51. Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometry Constrained Keypoints in Real-Time cs.CV · 2020 · author #6
  52. Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes cs.CV · 2020 · author #4
  53. Cityscapes 3D: Dataset and Benchmark for 9 DoF Vehicle Detection cs.CV · 2020 · author #5
  54. Sensor Artificial Intelligence and its Application to Space Systems -- A White Paper cs.CY · 2020 · author #6
  55. Active and Incremental Learning with Weak Supervision cs.CV · 2020 · author #3
  56. LOST: A flexible framework for semi-automatic image annotation cs.CV · 2019 · author #3
  57. Facial Behavior Analysis using 4D Curvature Statistics for Presentation Attack Detection cs.CV · 2019 · author #3
  58. Predicting Landscapes from Environmental Conditions Using Generative Networks cs.CV · 2019 · author #5
  59. Classification-Specific Parts for Improving Fine-Grained Visual Categorization cs.CV · 2019 · author #3
  60. Self-supervised Data Bootstrapping for Deep Optical Character Recognition of Identity Documents cs.CV · 2019 · author #2
  61. Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media Images cs.IR · 2019 · author #7
  62. Do We Train on Test Data? Purging CIFAR of Near-Duplicates cs.CV · 2019 · author #2
  63. Deep Learning on Small Datasets without Pre-Training using Cosine Loss cs.LG · 2019 · author #2
  64. Towards Automatic Identification of Elephants in the Wild cs.CV · 2018 · author #3
  65. Integrating domain knowledge: using hierarchies to improve deep classifiers cs.CV · 2018 · author #2
  66. Not just a matter of semantics: the relationship between visual similarity and semantic similarity cs.CV · 2018 · author #2
  67. Hierarchy-based Image Embeddings for Semantic Image Retrieval cs.CV · 2018 · author #2
  68. Active Learning for Deep Object Detection cs.CV · 2018 · author #3
  69. Information-Theoretic Active Learning for Content-Based Image Retrieval cs.CV · 2018 · author #3
  70. Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection stat.ML · 2018 · author #4
  71. Automatic Query Image Disambiguation for Content-Based Image Retrieval cs.CV · 2017 · author #2
  72. Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues cs.CV · 2017 · author #16
  73. Generalized orderless pooling performs implicit salient matching cs.CV · 2017 · author #4
  74. Fast Learning and Prediction for Object Detection using Whitened CNN Features cs.CV · 2017 · author #4
  75. Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning cs.CV · 2017 · author #6
  76. Active and Continuous Exploration with Deep Neural Networks and Expected Model Output Changes cs.CV · 2016 · author #4
  77. ImageNet pre-trained models with batch normalization cs.CV · 2016 · author #3
  78. Maximally Divergent Intervals for Anomaly Detection stat.ML · 2016 · author #8
  79. Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches cs.CV · 2016 · author #4
  80. Impatient DNNs - Deep Neural Networks with Dynamic Time Budgets cs.CV · 2016 · author #3
  81. Color: A Crucial Factor for Aesthetic Quality Assessment in a Subjective Dataset of Paintings cs.CV · 2016 · author #3
  82. Neither Quick Nor Proper -- Evaluation of QuickProp for Learning Deep Neural Networks cs.CV · 2016 · author #5
  83. Fine-grained Recognition Datasets for Biodiversity Analysis cs.CV · 2015 · author #6
  84. Convolutional Patch Networks with Spatial Prior for Road Detection and Urban Scene Understanding cs.CV · 2015 · author #5
  85. Part Detector Discovery in Deep Convolutional Neural Networks cs.CV · 2014 · author #3
  86. Seeing through bag-of-visual-word glasses: towards understanding quantization effects in feature extraction methods cs.CV · 2014 · author #5
  87. ARTOS -- Adaptive Real-Time Object Detection System cs.CV · 2014 · author #3
  88. Fine-grained Categorization -- Short Summary of our Entry for the ImageNet Challenge 2012 cs.CV · 2013 · author #4

Mentions

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Frequent Coauthors