Hilde Kuehne

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 95

Top Topics

Video Retrieval

Daily Activities

Action Recognition

Weakly Supervised

Top Venues

Publications

Walid Bousselham, Angie W. Boggust, Sofian Chaybouti, Hendrik Strobelt, Hilde Kuehne
LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity. CoRR (2024)
Walid Bousselham, Sofian Chaybouti, Christian Rupprecht, Vittorio Ferrari, Hilde Kuehne
MaskInversion: Localized Embeddings via Optimization of Explainability Maps. CoRR (2024)
Felix Petersen, Aashwin Mishra, Hilde Kuehne, Christian Borgelt, Oliver Deussen, Mikhail Yurochkin
Uncertainty Quantification via Stable Distribution Propagation. CoRR (2024)
Andrew Rouditchenko, Yuan Gong, Samuel Thomas, Leonid Karlinsky, Hilde Kuehne, Rogério Feris, James R. Glass
Whisper-Flamingo: Integrating Visual Features into Whisper for Audio-Visual Speech Recognition and Translation. CoRR (2024)
Irene Huang, Wei Lin, M. Jehanzeb Mirza, Jacob A. Hansen, Sivan Doveh, Victor Ion Butoi, Roei Herzig, Assaf Arbelle, Hilde Kuehne, Trevor Darrell, Chuang Gan, Aude Oliva, Rogério Feris, Leonid Karlinsky
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs. CoRR (2024)
Muhammad Jehanzeb Mirza, Leonid Karlinsky, Wei Lin, Sivan Doveh, Jakub Micorek, Mateusz Kozinski, Hilde Kuehne, Horst Possegger
Meta-Prompting for Automating Zero-shot Visual Recognition with LLMs. CoRR (2024)
Felix Petersen, Aashwin Ananda Mishra, Hilde Kuehne, Christian Borgelt, Oliver Deussen, Mikhail Yurochkin
Uncertainty Quantification via Stable Distribution Propagation. ICLR (2024)
Marius Bock, Michael Moeller, Kristof Van Laerhoven, Hilde Kuehne
WEAR: A Multimodal Dataset for Wearable and Egocentric Video Activity Recognition. CoRR (2023)
Yuan Gong, Andrew Rouditchenko, Alexander H. Liu, David Harwath, Leonid Karlinsky, Hilde Kuehne, James R. Glass
Contrastive Audio-Visual Masked Autoencoder. ICLR (2023)
Howard Zhong, Samarth Mishra, Donghyun Kim, SouYoung Jin, Rameswar Panda, Hilde Kuehne, Leonid Karlinsky, Venkatesh Saligrama, Aude Oliva, Rogério Feris
Learning Human Action Recognition Representations Without Real Humans. CoRR (2023)
Wei Lin, Leonid Karlinsky, Nina Shvetsova, Horst Possegger, Mateusz Kozinski, Rameswar Panda, Rogério Feris, Hilde Kuehne, Horst Bischof
MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge. ICCV (2023)
Nina Shvetsova, Anna Kukleva, Xudong Hong, Christian Rupprecht, Bernt Schiele, Hilde Kuehne
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale. CoRR (2023)
Wei Lin, Leonid Karlinsky, Nina Shvetsova, Horst Possegger, Mateusz Kozinski, Rameswar Panda, Rogério Feris, Hilde Kuehne, Horst Bischof
MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge. CoRR (2023)
Felix Petersen, Tobias Sutter, Christian Borgelt, Dongsung Huh, Hilde Kuehne, Yuekai Sun, Oliver Deussen
ISAAC Newton: Input-based Approximate Curvature for Newton's Method. ICLR (2023)
Walid Bousselham, Felix Petersen, Vittorio Ferrari, Hilde Kuehne
Grounding Everything: Emerging Localization Properties in Vision-Language Transformers. CoRR (2023)
Wei Lin, Anna Kukleva, Horst Possegger, Hilde Kuehne, Horst Bischof
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering. CoRR (2023)
Nina Shvetsova, Felix Petersen, Anna Kukleva, Bernt Schiele, Hilde Kuehne
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints. CoRR (2023)
Anna Kukleva, Moritz Böhle, Bernt Schiele, Hilde Kuehne, Christian Rupprecht
Temperature Schedules for self-supervised contrastive methods on long-tail data. ICLR (2023)
Nina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval. ICCV (2023)
Brian Chen, Nina Shvetsova, Andrew Rouditchenko, Daniel Kondermann, Samuel Thomas, Shih-Fu Chang, Rogério Feris, James R. Glass, Hilde Kuehne
What, when, and where? - Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions. CoRR (2023)
Anna Kukleva, Moritz Böhle, Bernt Schiele, Hilde Kuehne, Christian Rupprecht
Temperature Schedules for Self-Supervised Contrastive Methods on Long-Tail Data. CoRR (2023)
Wei Lin, Muhammad Jehanzeb Mirza, Mateusz Kozinski, Horst Possegger, Hilde Kuehne, Horst Bischof
Video Test-Time Adaptation for Action Recognition. CVPR (2023)
Howard Zhong, Samarth Mishra, Donghyun Kim, SouYoung Jin, Rameswar Panda, Hilde Kuehne, Leonid Karlinsky, Venkatesh Saligrama, Aude Oliva, Rogério Feris
Learning Human Action Recognition Representations Without Real Humans. NeurIPS (2023)
Aisha Urooj Khan, Hilde Kuehne, Bo Wu, Kim Chheu, Walid Bousselham, Chuang Gan, Niels da Vitoria Lobo, Mubarak Shah
Learning Situation Hyper-Graphs for Video Question Answering. CVPR (2023)
Sirnam Swetha, Mamshad Nayeem Rizve, Nina Shvetsova, Hilde Kuehne, Mubarak Shah
Preserving Modality Structure Improves Multi-Modal Learning. CoRR (2023)
Aisha Urooj Khan, Hilde Kuehne, Bo Wu, Kim Chheu, Walid Bousselham, Chuang Gan, Niels da Vitoria Lobo, Mubarak Shah
Learning Situation Hyper-Graphs for Video Question Answering. CoRR (2023)
Sirnam Swetha, Mamshad Nayeem Rizve, Nina Shvetsova, Hilde Kuehne, Mubarak Shah
Preserving Modality Structure Improves Multi-Modal Learning. ICCV (2023)
Nina Shvetsova, Felix Petersen, Anna Kukleva, Bernt Schiele, Hilde Kuehne
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints. ICCV (2023)
Andrew Rouditchenko, Yung-Sung Chuang, Nina Shvetsova, Samuel Thomas, Rogério Feris, Brian Kingsbury, Leonid Karlinsky, David Harwath, Hilde Kuehne, James R. Glass
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval. ICASSP (2023)
Andrew Rouditchenko, Sameer Khurana, Samuel Thomas, Rogério Feris, Leonid Karlinsky, Hilde Kuehne, David Harwath, Brian Kingsbury, James R. Glass
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages. CoRR (2023)
Wei Lin, Anna Kukleva, Horst Possegger, Hilde Kuehne, Horst Bischof
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering. CVWW (2023)
Andrew Rouditchenko, Sameer Khurana, Samuel Thomas, Rogério Feris, Leonid Karlinsky, Hilde Kuehne, David Harwath, Brian Kingsbury, James R. Glass
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages. INTERSPEECH (2023)
Felix Petersen, Tobias Sutter, Christian Borgelt, Dongsung Huh, Hilde Kuehne, Yuekai Sun, Oliver Deussen
ISAAC Newton: Input-based Approximate Curvature for Newton's Method. CoRR (2023)
Nina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval. CoRR (2023)
Felix Petersen, Hilde Kuehne, Christian Borgelt, Oliver Deussen
Differentiable Top-k Classification Learning. CoRR (2022)
Wei Lin, Anna Kukleva, Kunyang Sun, Horst Possegger, Hilde Kuehne, Horst Bischof
CycDA: Unsupervised Cycle Domain Adaptation to Learn from Image to Video. ECCV (3) (2022)
Felix Vogel, Nina Shvetsova, Leonid Karlinsky, Hilde Kuehne
VL-Taboo: An Analysis of Attribute-based Zero-shot Capabilities of Vision-Language Models. CoRR (2022)
Nina Shvetsova, Brian Chen, Andrew Rouditchenko, Samuel Thomas, Brian Kingsbury, Rogério Feris, David Harwath, James R. Glass, Hilde Kuehne
Everything at Once - Multi-modal Fusion Transformer for Video Retrieval. CVPR (2022)
Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen
Deep Differentiable Logic Gate Networks. NeurIPS (2022)
Felix Petersen, Bastian Goldluecke, Oliver Deussen, Hilde Kuehne
Style Agnostic 3D Reconstruction via Adversarial Style Transfer. WACV (2022)
Yo-whan Kim, Samarth Mishra, SouYoung Jin, Rameswar Panda, Hilde Kuehne, Leonid Karlinsky, Venkatesh Saligrama, Kate Saenko, Aude Oliva, Rogério Feris
How Transferable are Video Representations Based on Synthetic Data? NeurIPS (2022)
Yuan Gong, Andrew Rouditchenko, Alexander H. Liu, David Harwath, Leonid Karlinsky, Hilde Kuehne, James R. Glass
Contrastive Audio-Visual Masked Autoencoder. CoRR (2022)
Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen
Monotonic Differentiable Sorting Networks. CoRR (2022)
Felix Petersen, Hilde Kuehne, Christian Borgelt, Oliver Deussen
Differentiable Top-k Classification Learning. ICML (2022)
Andrew Rouditchenko, Yung-Sung Chuang, Nina Shvetsova, Samuel Thomas, Rogério Feris, Brian Kingsbury, Leonid Karlinsky, David Harwath, Hilde Kuehne, James R. Glass
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval. CoRR (2022)
Wei Lin, Muhammad Jehanzeb Mirza, Mateusz Kozinski, Horst Possegger, Hilde Kuehne, Horst Bischof
Video Test-Time Adaptation for Action Recognition. CoRR (2022)
Tim Frommknecht, Pedro Alves Zipf, Quanfu Fan, Nina Shvetsova, Hilde Kuehne
Augmentation Learning for Semi-Supervised Classification. CoRR (2022)
Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen
Monotonic Differentiable Sorting Networks. ICLR (2022)
Sivan Harary, Eli Schwartz, Assaf Arbelle, Peter W. J. Staar, Shady Abu Hussein, Elad Amrani, Roei Herzig, Amit Alfassy, Raja Giryes, Hilde Kuehne, Dina Katabi, Kate Saenko, Rogério Feris, Leonid Karlinsky
Unsupervised Domain Generalization by Learning a Bridge Across Domains. CVPR (2022)
Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen
Deep Differentiable Logic Gate Networks. CoRR (2022)
Aisha Urooj Khan, Hilde Kuehne, Chuang Gan, Niels da Vitoria Lobo, Mubarak Shah
Weakly Supervised Grounding for VQA in Vision-Language Transformers. CoRR (2022)
Tim Frommknecht, Pedro Alves Zipf, Quanfu Fan, Nina Shvetsova, Hilde Kuehne
Augmentation Learning for Semi-Supervised Classification. GCPR (2022)
Aisha Urooj Khan, Hilde Kuehne, Chuang Gan, Niels da Vitoria Lobo, Mubarak Shah
Weakly Supervised Grounding for VQA in Vision-Language Transformers. ECCV (35) (2022)
Wei Lin, Anna Kukleva, Kunyang Sun, Horst Possegger, Hilde Kuehne, Horst Bischof
CycDA: Unsupervised Cycle Domain Adaptation from Image to Video. CoRR (2022)
Anna Kukleva, Hilde Kuehne, Bernt Schiele
Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting. ICCV (2021)
Andrew Rouditchenko, Angie W. Boggust, David Harwath, Brian Chen, Dhiraj Joshi, Samuel Thomas, Kartik Audhkhasi, Hilde Kuehne, Rameswar Panda, Rogério Schmidt Feris, Brian Kingsbury, Michael Picheny, Antonio Torralba, James R. Glass
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos. Interspeech (2021)
Nina Shvetsova, Brian Chen, Andrew Rouditchenko, Samuel Thomas, Brian Kingsbury, Rogério Feris, David Harwath, James R. Glass, Hilde Kuehne
Everything at Once - Multi-modal Fusion Transformer for Video Retrieval. CoRR (2021)
Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie W. Boggust, Rameswar Panda, Brian Kingsbury, Rogério Schmidt Feris, David Harwath, James R. Glass, Michael Picheny, Shih-Fu Chang
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos. CoRR (2021)
Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen
Learning with Algorithmic Supervision via Continuous Relaxations. CoRR (2021)
Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen
Differentiable Sorting Networks for Scalable Sorting and Ranking Supervision. ICML (2021)
Felix Petersen, Bastian Goldluecke, Oliver Deussen, Hilde Kuehne
Style Agnostic 3D Reconstruction via Adversarial Style Transfer. CoRR (2021)
Aisha Urooj Khan, Hilde Kuehne, Kevin Duarte, Chuang Gan, Niels da Vitoria Lobo, Mubarak Shah
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules. CoRR (2021)
Assaf Arbelle, Sivan Doveh, Amit Alfassy, Joseph Shtok, Guy Lev, Eli Schwartz, Hilde Kuehne, Hila Barak Levi, Prasanna Sattigeri, Rameswar Panda, Chun-Fu Chen, Alex M. Bronstein, Kate Saenko, Shimon Ullman, Raja Giryes, Rogério Feris, Leonid Karlinsky
Detector-Free Weakly Supervised Grounding by Separation. ICCV (2021)
Kevin Duarte, Brian Chen, Nina Shvetsova, Andrew Rouditchenko, Samuel Thomas, Alexander Liu, David Harwath, James R. Glass, Hilde Kuehne, Mubarak Shah
Routing with Self-Attention for Multimodal Capsule Networks. CoRR (2021)
Aisha Urooj Khan, Hilde Kuehne, Kevin Duarte, Chuang Gan, Niels da Vitoria Lobo, Mubarak Shah
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules. CVPR (2021)
Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie W. Boggust, Rameswar Panda, Brian Kingsbury, Rogério Feris, David Harwath, James R. Glass, Michael Picheny, Shih-Fu Chang
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos. ICCV (2021)
Anna Kukleva, Hilde Kuehne, Bernt Schiele
Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting. CoRR (2021)
Rosaura G. VidalMata, Walter J. Scheirer, Anna Kukleva, David D. Cox, Hilde Kuehne
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences. WACV (2021)
Sirnam Swetha, Hilde Kuehne, Yogesh Singh Rawat, Mubarak Shah
Unsupervised Discriminative Embedding For Sub-Action Learning in Complex Activities. ICIP (2021)
Andrew Rouditchenko, Angie W. Boggust, David Harwath, Samuel Thomas, Hilde Kuehne, Brian Chen, Rameswar Panda, Rogério Feris, Brian Kingsbury, Michael Picheny, James R. Glass
Cascaded Multilingual Audio-Visual Learning from Videos. Interspeech (2021)
Andrew Rouditchenko, Angie W. Boggust, David Harwath, Samuel Thomas, Hilde Kuehne, Brian Chen, Rameswar Panda, Rogério Feris, Brian Kingsbury, Michael Picheny, James R. Glass
Cascaded Multilingual Audio-Visual Learning from Videos. CoRR (2021)
Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen
Differentiable Sorting Networks for Scalable Sorting and Ranking Supervision. CoRR (2021)
Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen
Learning with Algorithmic Supervision via Continuous Relaxations. NeurIPS (2021)
Assaf Arbelle, Sivan Doveh, Amit Alfassy, Joseph Shtok, Guy Lev, Eli Schwartz, Hilde Kuehne, Hila Barak Levi, Prasanna Sattigeri, Rameswar Panda, Chun-Fu Chen, Alex M. Bronstein, Kate Saenko, Shimon Ullman, Raja Giryes, Rogério Feris, Leonid Karlinsky
Detector-Free Weakly Supervised Grounding by Separation. CoRR (2021)
Sivan Harary, Eli Schwartz, Assaf Arbelle, Peter Staar, Shady Abu Hussein, Elad Amrani, Roei Herzig, Amit Alfassy, Raja Giryes, Hilde Kuehne, Dina Katabi, Kate Saenko, Rogério Feris, Leonid Karlinsky
Unsupervised Domain Generalization by Learning a Bridge Across Domains. CoRR (2021)
Sirnam Swetha, Hilde Kuehne, Yogesh Singh Rawat, Mubarak Shah
Unsupervised Discriminative Embedding for Sub-Action Learning in Complex Activities. CoRR (2021)
Hilde Kuehne, Alexander Richard, Juergen Gall
A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 42 (4) (2020)
Rosaura G. VidalMata, Walter J. Scheirer, Hilde Kuehne
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences. CoRR (2020)
Quanfu Fan, Chun-Fu (Richard) Chen, Hilde Kuehne, Marco Pistoia, David D. Cox
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation. NeurIPS (2019)
Hilde Kuehne, Ahsan Iqbal, Alexander Richard, Juergen Gall
Mining YouTube - A dataset for learning fine-grained action concepts from webly supervised video data. CoRR (2019)
Anna Kukleva, Hilde Kuehne, Fadime Sener, Juergen Gall
Unsupervised learning of action classes with continuous temporal embedding. CoRR (2019)
Hilde Kuehne, Alexander Richard, Juergen Gall
A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation. CoRR (2019)
Anna Kukleva, Hilde Kuehne, Fadime Sener, Jürgen Gall
Unsupervised Learning of Action Classes With Continuous Temporal Embedding. CVPR (2019)
Quanfu Fan, Chun-Fu Chen, Hilde Kuehne, Marco Pistoia, David D. Cox
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation. CoRR (2019)
Alexander Richard, Hilde Kuehne, Ahsan Iqbal, Juergen Gall
NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning. CoRR (2018)
Alexander Richard, Hilde Kuehne, Juergen Gall
Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints. CVPR (2018)
Alexander Richard, Hilde Kuehne, Ahsan Iqbal, Juergen Gall
NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning. CVPR (2018)
Alexander Richard, Hilde Kuehne, Juergen Gall
Temporal Action Labeling using Action Sets. CoRR (2017)
Hilde Kuehne, Alexander Richard, Juergen Gall
Weakly supervised learning of actions from transcripts. Comput. Vis. Image Underst. 163 (2017)
Ahsan Iqbal, Alexander Richard, Hilde Kuehne, Juergen Gall
Recurrent Residual Learning for Action Recognition. CoRR (2017)
Ahsan Iqbal, Alexander Richard, Hilde Kuehne, Juergen Gall
Recurrent Residual Learning for Action Recognition. GCPR (2017)
Alexander Richard, Hilde Kuehne, Juergen Gall
Weakly Supervised Action Learning with RNN based Fine-to-coarse Modeling. CoRR (2017)
Alexander Richard, Hilde Kuehne, Juergen Gall
Weakly Supervised Action Learning with RNN Based Fine-to-Coarse Modeling. CVPR (2017)
Hilde Kuehne, Juergen Gall, Thomas Serre
An end-to-end generative framework for video segmentation and recognition. WACV (2016)
Hilde Kuehne, Alexander Richard, Juergen Gall
Weakly supervised learning of actions from transcripts. CoRR (2016)
Hilde Kuehne, Thomas Serre
Cooking in the kitchen: A generative approach to the recognition, parsing and segmentation of human daily activities. CoRR (2015)
Hilde Kuehne, Thomas Serre
Towards a generative approach to activity recognition and segmentation. CoRR (2015)
Hilde Kuehne, Ali Bilgin Arslan, Thomas Serre
The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities. CVPR (2014)