Hilde Kuehne

MM-TS: Multi-Modal Temperature and Margin Schedules for Contrastive Learning with Long-Tail Data WACV 2026 Canonical Rank Adaptation: An Efficient Fine-Tuning Strategy for Vision Transformers ICML 2025 CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment CVPR 2025 Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation ICLR 2025 Teaching VLMs to Localize Specific Objects from In-context Examples ICCV 2025 LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity ICCV 2025 VideoGEM: Training-free Action Grounding in Videos CVPR 2025 Unbiasing through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks CVPR 2025 Convolutional Differentiable Logic Gate Networks NIPS 2024 Meta-Prompting for Automating Zero-shot Visual Recognition with LLMs ECCV 2024 Uncertainty Quantification via Stable Distribution Propagation ICLR 2024 What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions CVPR 2024 Grounding Everything: Emerging Localization Properties in Vision-Language Transformers CVPR 2024 HowToCaption: Prompting LLMs to Transform Video Annotations at Scale ECCV 2024 Whisper-Flamingo: Integrating Visual Features into Whisper for Audio-Visual Speech Recognition and Translation INTERSPEECH 2024 ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs NIPS 2024 Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms NIPS 2024 Contrastive Audio-Visual Masked Autoencoder ICLR 2023 Learning Human Action Recognition Representations Without Real Humans NIPS 2023 What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation NIPS 2023 Video Test-Time Adaptation for Action Recognition CVPR 2023 Learning Situation Hyper-Graphs for Video Question Answering CVPR 2023 MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge ICCV 2023 Learning by Sorting: Self-supervised Learning with Group Ordering Constraints ICCV 2023 Preserving Modality Structure Improves Multi-Modal Learning ICCV 2023 In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval ICCV 2023 ISAAC Newton: Input-based Approximate Curvature for Newton's Method ICLR 2023 Temperature Schedules for self-supervised contrastive methods on long-tail data ICLR 2023 Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages INTERSPEECH 2023 Deep Differentiable Logic Gate Networks NIPS 2022 Style Agnostic 3D Reconstruction via Adversarial Style Transfer WACV 2022 Everything at Once - Multi-Modal Fusion Transformer for Video Retrieval CVPR 2022 Unsupervised Domain Generalization by Learning a Bridge Across Domains CVPR 2022 How Transferable are Video Representations Based on Synthetic Data? NIPS 2022 Weakly Supervised Grounding for VQA in Vision-Language Transformers ECCV 2022 Differentiable Top-k Classification Learning ICML 2022 CycDA: Unsupervised Cycle Domain Adaptation to Learn from Image to Video ECCV 2022 Monotonic Differentiable Sorting Networks ICLR 2022 Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration Without Forgetting ICCV 2021 Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos ICCV 2021 AVLnet: Learning Audio-Visual Language Representations from Instructional Videos INTERSPEECH 2021 Cascaded Multilingual Audio-Visual Learning from Videos INTERSPEECH 2021 Learning with Algorithmic Supervision via Continuous Relaxations NIPS 2021 Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences WACV 2021 Differentiable Sorting Networks for Scalable Sorting and Ranking Supervision ICML 2021 Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules CVPR 2021 Detector-Free Weakly Supervised Grounding by Separation ICCV 2021 More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation NIPS 2019 Unsupervised Learning of Action Classes With Continuous Temporal Embedding CVPR 2019 Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints CVPR 2018 NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning CVPR 2018 Weakly Supervised Action Learning With RNN Based Fine-To-Coarse Modeling CVPR 2017 The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities CVPR 2014