Dimitris Samaras

LVLMs and Humans Ground Differently in Referential Communication ACL 2026 CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation WACV 2026 Shadow Removal Refinement via Material-Consistent Shadow Edges WACV 2025 Pathology Image Compression with Pre-trained Autoencoders MICCAI 2025 Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment ICLR 2025 TopoDiffusionNet: A Topology-aware Diffusion Model ICLR 2025 AV-Flow: Transforming Text to Audio-Visual Human-like Interactions ICCV 2025 Importance-Based Token Merging for Efficient Image and Video Generation ICCV 2025 GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology ICCV 2025 Multi-view Gaze Target Estimation ICCV 2025 ZoomLDM: Latent Diffusion Model for Multi-scale Image Generation CVPR 2025 2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification CVPR 2025 Few-shot Personalized Scanpath Prediction CVPR 2025 TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model CVPR 2025 Learning to Count from Pseudo-Labeled Segmentation WACV 2025 MIGS: Multi-Identity Gaussian Splatting via Tensor Decomposition ECCV 2024 SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology CVPR 2024 Unifying Top-down and Bottom-up Scanpath Prediction Using Transformers CVPR 2024 Learned Representation-Guided Diffusion Models for Large-Image Generation CVPR 2024 Self-supervised co-salient object detection via feature correspondences at multiple scales ECCV 2024 ∞-Brush: Controllable Large Image Synthesis with Diffusion Models in Infinite Dimensions ECCV 2024 Diffusion-Refined VQA Annotations for Semi-Supervised Gaze Following ECCV 2024 Look Hear: Gaze Prediction for Speech-directed Human Attention ECCV 2024 Assessing Sample Quality via the Latent Space of Generative Models ECCV 2024 Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier ECCV 2024 Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation ECCV 2024 Decoding the visual attention of pathologists to reveal their level of expertise MICCAI 2024 Unsupervised and Semi-Supervised Co-Salient Object Detection via Segmentation Frequency Statistics WACV 2024 PathLDM: Text Conditioned Latent Diffusion Model for Histopathology WACV 2024 S-VolSDF: Sparse Multi-View Stereo Regularization of Neural Implicit Surfaces ICCV 2023 Unsupervised Stain Decomposition via Inversion Regulation for Multiplex Immunohistochemistry Images MIDL 2023 Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention CVPR 2023 Topology-Guided Multi-Class Cell Context Generation for Digital Pathology CVPR 2023 Zero-Shot Object Counting CVPR 2023 AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction CVPR 2023 Generating Features With Increased Crop-Related Diversity for Few-Shot Object Detection CVPR 2023 Few Shot Hematopoietic Cell Classification MIDL 2023 Learning Probabilistic Topological Representations Using Discrete Morse Theory ICLR 2023 Patch-Level Gaze Distribution Prediction for Gaze Following WACV 2023 Swift: Adaptive Video Streaming with Layered Neural Codecs NSDI 2022 Hierarchical Proxy-Based Loss for Deep Metric Learning WACV 2022 Diffusion Models as Plug-and-Play Priors NIPS 2022 Target-Absent Human Attention ECCV 2022 Learning an Isometric Surface Parameterization for Texture Unwrapping ECCV 2022 Modeling Deep Learning Based Privacy Attacks on Physical Mail AAAI 2021 End-to-End Piece-Wise Unwarping of Document Images ICCV 2021 Variational Feature Disentangling for Fine-Grained Few-Shot Classification ICCV 2021 Multi-Class Cell Detection Using Spatial Context Representation ICCV 2021 Topology-Aware Segmentation Using Discrete Morse Theory ICLR 2021 Localization in the Crowd with Topological Constraints AAAI 2021 Predicting Goal-Directed Human Attention Using Inverse Reinforcement Learning CVPR 2020 Distribution Matching for Crowd Counting NIPS 2020 Learning Visual Emotion Representations From Web Data CVPR 2020 TopoGAN: A Topology-Aware Generative Adversarial Network ECCV 2020 From Shadow Segmentation to Shadow Removal ECCV 2020 Robust Histopathology Image Analysis: To Label or to Synthesize? CVPR 2019 Shadow Removal via Shadow Image Decomposition ICCV 2019 Label super-resolution networks ICLR 2019 Topology-Preserving Deep Image Segmentation NIPS 2019 DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks ICCV 2019 Wasserstein GAN With Quadratic Transport Cost ICCV 2019 Good View Hunting: Learning Photo Composition From Dense View Pairs CVPR 2018 Sequence-to-Segment Networks for Segment Detection NIPS 2018 A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation ECCV 2018 Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance ECCV 2018 A Two-Step Computation of the Exact GAN Wasserstein Distance ICML 2018 DocUNet: Document Image Unwarping via a Stacked U-Net CVPR 2018 ConvNets with Smooth Adaptive Activation Functions for Regression AISTATS 2017 Shadow Detection With Conditional Generative Adversarial Networks ICCV 2017 Neural Face Editing With Intrinsic Image Disentangling CVPR 2017 Noisy Label Recovery for Shadow Detection in Unfamiliar Domains CVPR 2016 Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification CVPR 2016 Learned Region Sparsity and Diversity Also Predicts Visual Attention NIPS 2016 Efficient Video Segmentation Using Parametric Graph Partitioning ICCV 2015 Leave-One-Out Kernel Optimization for Shadow Detection ICCV 2015 The Photometry of Intrinsic Images CVPR 2014 Modeling Clutter Perception using Parametric Proto-object Partitioning NIPS 2013 A Generic Deformation Model for Dense Non-rigid Surface Registration: A Higher-Order MRF-Based Approach ICCV 2013 Studying Relationships between Human Gaze, Description, and Computer Vision CVPR 2013 Variable Selection for Gaussian Graphical Models AISTATS 2012 Sparse and Locally Constant Gaussian Graphical Models NIPS 2009