Vladimir Pavlovic

GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs ICLR 2025 Hallucinatory Image Tokens: A Training-free EAZY Approach to Detecting and Mitigating Object Hallucinations in LVLMs ICCV 2025 SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models WACV 2025 CIC-BART-SSA: : Controllable Image Captioning with Structured Semantic Augmentation ECCV 2024 Learning from Synthetic Human Group Activities CVPR 2024 ALWOD: Active Learning for Weakly-Supervised Object Detection ICCV 2023 D2F2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation WACV 2023 MSI: Maximize Support-Set Information for Few-Shot Segmentation ICCV 2023 NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation ICML 2023 Cross-Modal Coherence for Text-to-Image Retrieval AAAI 2022 Harnessing Fourier Isovists and Geodesic Interaction for Long-Term Crowd Flow Prediction IJCAI 2022 HM: Hybrid Masking for Few-Shot Segmentation ECCV 2022 MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction CVPR 2022 NP-Match: When Neural Processes meet Semi-Supervised Learning ICML 2022 Variational Continual Proxy-Anchor for Deep Metric Learning AISTATS 2022 Visual Semantic Parsing: From Images to Abstract Meaning Representation CoNLL 2022 CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval AAAI 2021 CookGAN: Meal Image Synthesis from Ingredients WACV 2020 Laying the Foundations of Deep Long-Term Crowd Flow Prediction ECCV 2020 Recursive Inference for Variational Autoencoders NeurIPS 2020 Bayes-Factor-VAE: Hierarchical Bayesian Deep Auto-Encoder Models for Factor Disentanglement ICCV 2019 Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach CVPR 2019 A Generative Model for Depth-Based Robust 3D Facial Pose Tracking CVPR 2017 Deep Structured Learning for Facial Action Unit Intensity Estimation CVPR 2017 Probabilistic Temporal Subspace Clustering CVPR 2017 PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories ICCV 2017 Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity CVPR 2016 Multi-Cue Structure Preserving MRF for Unconstrained Video Segmentation ICCV 2015 A New Adaptive Segmental Matching Measure for Human Activity Recognition ICCV 2013 Distributed Probabilistic Learning for Camera Networks with Missing Data NeurIPS 2012 Improved Sequence Classification Using Adaptive Segmental Sequence Alignment ACML 2012 Scalable Algorithms for String Kernels with Inexact Matching NeurIPS 2008 Covariance Operator Based Dimensionality Reduction with Extension to Semi-Supervised Settings AISTATS 2005