Kuehne, Hilde

46 publications

CVPR 2025 CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment Edson Araujo, Andrew Rouditchenko, Yuan Gong, Saurabhchand Bhati, Samuel Thomas, Brian Kingsbury, Leonid Karlinsky, Rogerio Feris, James R. Glass, Hilde Kuehne

ICML 2025 Canonical Rank Adaptation: An Efficient Fine-Tuning Strategy for Vision Transformers Lokesh Veeramacheneni, Moritz Wolter, Hilde Kuehne, Juergen Gall

ICLR 2025 Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation Lokesh Veeramacheneni, Moritz Wolter, Hilde Kuehne, Juergen Gall

ICCV 2025 LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity Walid Bousselham, Angie Boggust, Sofian Chaybouti, Hendrik Strobelt, Hilde Kuehne

ICCV 2025 Teaching VLMs to Localize Specific Objects from In-Context Examples Sivan Doveh, Nimrod Shabtay, Eli Schwartz, Hilde Kuehne, Raja Giryes, Rogerio Feris, Leonid Karlinsky, James Glass, Assaf Arbelle, Shimon Ullman, M. Jehanzeb Mirza

CVPR 2025 Unbiasing Through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks Nina Shvetsova, Arsha Nagrani, Bernt Schiele, Hilde Kuehne, Christian Rupprecht

CVPR 2025 VideoGEM: Training-Free Action Grounding in Videos Felix Vogel, Walid Bousselham, Anna Kukleva, Nina Shvetsova, Hilde Kuehne

NeurIPS 2024 ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs 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, Rogerio Feris, Leonid Karlinsky

NeurIPS 2024 Convolutional Differentiable Logic Gate Networks Felix Petersen, Hilde Kuehne, Christian Borgelt, Julian Welzel, Stefano Ermon

CVPR 2024 Grounding Everything: Emerging Localization Properties in Vision-Language Transformers Walid Bousselham, Felix Petersen, Vittorio Ferrari, Hilde Kuehne

ECCV 2024 HowToCaption: Prompting LLMs to Transform Video Annotations at Scale Nina Shvetsova, Anna Kukleva, Xudong Hong, Christian Rupprecht, Bernt Schiele, Hilde Kuehne

ECCV 2024 Meta-Prompting for Automating Zero-Shot Visual Recognition with LLMs Muhammad Jehanzeb Mirza, Leonid Karlinsky, Wei Lin, Sivan Doveh, Jakub Micorek, Mateusz Kozinski, Hilde Kuehne, Horst Possegger

NeurIPS 2024 Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms Felix Petersen, Christian Borgelt, Tobias Sutter, Hilde Kuehne, Oliver Deussen, Stefano Ermon

ICLR 2024 Uncertainty Quantification via Stable Distribution Propagation Felix Petersen, Aashwin Ananda Mishra, Hilde Kuehne, Christian Borgelt, Oliver Deussen, Mikhail Yurochkin

CVPR 2024 What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions Brian Chen, Nina Shvetsova, Andrew Rouditchenko, Daniel Kondermann, Samuel Thomas, Shih-Fu Chang, Rogerio Feris, James Glass, Hilde Kuehne

ICLR 2023 Contrastive Audio-Visual Masked Autoencoder Yuan Gong, Andrew Rouditchenko, Alexander H. Liu, David Harwath, Leonid Karlinsky, Hilde Kuehne, James R. Glass

ICLR 2023 ISAAC Newton: Input-Based Approximate Curvature for Newton's Method Felix Petersen, Tobias Sutter, Christian Borgelt, Dongsung Huh, Hilde Kuehne, Yuekai Sun, Oliver Deussen

ICCV 2023 In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval Nina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne

NeurIPS 2023 Learning Human Action Recognition Representations Without Real Humans Howard Zhong, Samarth Mishra, Donghyun Kim, SouYoung Jin, Rameswar Panda, Hilde Kuehne, Leonid Karlinsky, Venkatesh Saligrama, Aude Oliva, Rogerio Feris

CVPR 2023 Learning Situation Hyper-Graphs for Video Question Answering Aisha Urooj, Hilde Kuehne, Bo Wu, Kim Chheu, Walid Bousselham, Chuang Gan, Niels Lobo, Mubarak Shah

ICCV 2023 Learning by Sorting: Self-Supervised Learning with Group Ordering Constraints Nina Shvetsova, Felix Petersen, Anna Kukleva, Bernt Schiele, Hilde Kuehne

ICCV 2023 MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge Wei Lin, Leonid Karlinsky, Nina Shvetsova, Horst Possegger, Mateusz Kozinski, Rameswar Panda, Rogerio Feris, Hilde Kuehne, Horst Bischof

ICCV 2023 Preserving Modality Structure Improves Multi-Modal Learning Sirnam Swetha, Mamshad Nayeem Rizve, Nina Shvetsova, Hilde Kuehne, Mubarak Shah

ICLR 2023 Temperature Schedules for Self-Supervised Contrastive Methods on Long-Tail Data Anna Kukleva, Moritz Böhle, Bernt Schiele, Hilde Kuehne, Christian Rupprecht

CVPR 2023 Video Test-Time Adaptation for Action Recognition Wei Lin, Muhammad Jehanzeb Mirza, Mateusz Kozinski, Horst Possegger, Hilde Kuehne, Horst Bischof

NeurIPS 2023 What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation Benedikt Blumenstiel, Johannes Jakubik, Hilde Kuehne, Michael Vössing

ECCV 2022 CycDA: Unsupervised Cycle Domain Adaptation to Learn from Image to Video Wei Lin, Anna Kukleva, Kunyang Sun, Horst Possegger, Hilde Kuehne, Horst Bischof

NeurIPS 2022 Deep Differentiable Logic Gate Networks Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen

ICML 2022 Differentiable Top-K Classification Learning Felix Petersen, Hilde Kuehne, Christian Borgelt, Oliver Deussen

CVPR 2022 Everything at Once - Multi-Modal Fusion Transformer for Video Retrieval Nina Shvetsova, Brian Chen, Andrew Rouditchenko, Samuel Thomas, Brian Kingsbury, Rogerio S. Feris, David Harwath, James Glass, Hilde Kuehne

NeurIPS 2022 How Transferable Are Video Representations Based on Synthetic Data? Yo-whan Kim, Samarth Mishra, SouYoung Jin, Rameswar Panda, Hilde Kuehne, Leonid Karlinsky, Venkatesh Saligrama, Kate Saenko, Aude Oliva, Rogerio Feris

ICLR 2022 Monotonic Differentiable Sorting Networks Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen

WACV 2022 Style Agnostic 3D Reconstruction via Adversarial Style Transfer Felix Petersen, Bastian Goldluecke, Oliver Deussen, Hilde Kuehne

CVPR 2022 Unsupervised Domain Generalization by Learning a Bridge Across Domains 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, Rogerio S. Feris, Leonid Karlinsky

ECCV 2022 Weakly Supervised Grounding for VQA in Vision-Language Transformers Aisha Urooj, Hilde Kuehne, Chuang Gan, Niels Da Vitoria Lobo, Mubarak Shah

ICCV 2021 Detector-Free Weakly Supervised Grounding by Separation 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 Bronstein, Kate Saenko, Shimon Ullman, Raja Giryes, Rogerio Feris, Leonid Karlinsky

ICML 2021 Differentiable Sorting Networks for Scalable Sorting and Ranking Supervision Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen

CVPR 2021 Found a Reason for Me? Weakly-Supervised Grounded Visual Question Answering Using Capsules Aisha Urooj, Hilde Kuehne, Kevin Duarte, Chuang Gan, Niels Lobo, Mubarak Shah

ICCV 2021 Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration Without Forgetting Anna Kukleva, Hilde Kuehne, Bernt Schiele

WACV 2021 Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences Rosaura G. VidalMata, Walter J. Scheirer, Anna Kukleva, David Cox, Hilde Kuehne

NeurIPS 2021 Learning with Algorithmic Supervision via Continuous Relaxations Felix Petersen, Christian Borgelt, Hilde Kuehne, Oliver Deussen

ICCV 2021 Multimodal Clustering Networks for Self-Supervised Learning from Unlabeled Videos Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie Boggust, Rameswar Panda, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Michael Picheny, Shih-Fu Chang

NeurIPS 2019 More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation Quanfu Fan, Chun-Fu Chen, Hilde Kuehne, Marco Pistoia, David Cox

CVPR 2017 Weakly Supervised Action Learning with RNN Based Fine-to-Coarse Modeling Alexander Richard, Hilde Kuehne, Juergen Gall

WACV 2016 An End-to-End Generative Framework for Video Segmentation and Recognition Hilde Kuehne, Juergen Gall, Thomas Serre

CVPR 2014 The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities Hilde Kuehne, Ali Arslan, Thomas Serre