Dimitris Samaras

80 papers · 2009–2026 · 12 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (108) 🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (11) 🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🏃 Academic Marathon (17) 🌟 Keyword Trendsetter Combo (5) 🏠 Conference Loyalist (22) 🤝 Dynamic Duo (16) 🔬 Deep Specialist (15) 🧬 Topic Evolution 🏆 Keyword Champion (3) 🏆 Grand Slam ⚡ Prolific Year (6) 🗃️ Keyword Collector (298) ❓ The Questioner 💎 Century Club (80) 🔥 Unstoppable (15) 📈 Trend Setter 🚀 Conference Pioneer

Conferences

CVPR (22) ICCV (15) ECCV (14) NIPS (7) WACV (7) ICLR (5) AAAI (2) AISTATS (2) MICCAI (2) MIDL (2) ICML (1) NSDI (1)

Top co-authors

Minh Hoai (16) Hieu Le (15) Joel Saltz (14) Chao Chen (11) Jingyi Xu (9) Alexandros Graikos (8) Gregory Zelinsky (7) Prateek Prasanna (7) Zhibo Yang (6) Sounak Mondal (6)

Research topics

Keywords

medical imaging (6) image segmentation (5) digital pathology (5) data augmentation (5) image restoration (5) image classification (5) diffusion model (4) generative model (4) semantic segmentation (4) representation learning (4) scanpath prediction (4) self-supervised learning (4) whole slide image (4) convolutional neural network (3) unsupervised learning (3) generative adversarial network (3) zero-shot learning (3) optimal transport (3) eye tracking (3) image generation (3)

Papers

CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation WACV 2026

Learning to Count from Pseudo-Labeled Segmentation WACV 2025

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

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

Topology-Guided Multi-Class Cell Context Generation for Digital Pathology CVPR 2023

Unsupervised Stain Decomposition via Inversion Regulation for Multiplex Immunohistochemistry Images MIDL 2023

AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction CVPR 2023

Few Shot Hematopoietic Cell Classification MIDL 2023

Zero-Shot Object Counting CVPR 2023

S-VolSDF: Sparse Multi-View Stereo Regularization of Neural Implicit Surfaces ICCV 2023

Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention CVPR 2023

Patch-Level Gaze Distribution Prediction for Gaze Following WACV 2023

Generating Features With Increased Crop-Related Diversity for Few-Shot Object Detection CVPR 2023

Learning Probabilistic Topological Representations Using Discrete Morse Theory ICLR 2023

Swift: Adaptive Video Streaming with Layered Neural Codecs NSDI 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

Hierarchical Proxy-Based Loss for Deep Metric Learning WACV 2022

Topology-Aware Segmentation Using Discrete Morse Theory ICLR 2021

Localization in the Crowd with Topological Constraints 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

Modeling Deep Learning Based Privacy Attacks on Physical Mail AAAI 2021

TopoGAN: A Topology-Aware Generative Adversarial Network ECCV 2020

From Shadow Segmentation to Shadow Removal ECCV 2020

Learning Visual Emotion Representations From Web Data CVPR 2020

Predicting Goal-Directed Human Attention Using Inverse Reinforcement Learning CVPR 2020

Distribution Matching for Crowd Counting NIPS 2020

Topology-Preserving Deep Image Segmentation NIPS 2019

Robust Histopathology Image Analysis: To Label or to Synthesize? CVPR 2019

DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks ICCV 2019

Wasserstein GAN With Quadratic Transport Cost ICCV 2019

Shadow Removal via Shadow Image Decomposition ICCV 2019

Label super-resolution networks ICLR 2019

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

DocUNet: Document Image Unwarping via a Stacked U-Net CVPR 2018

Good View Hunting: Learning Photo Composition From Dense View Pairs CVPR 2018

A Two-Step Computation of the Exact GAN Wasserstein Distance ICML 2018

Neural Face Editing With Intrinsic Image Disentangling CVPR 2017

Shadow Detection With Conditional Generative Adversarial Networks ICCV 2017

ConvNets with Smooth Adaptive Activation Functions for Regression AISTATS 2017

Learned Region Sparsity and Diversity Also Predicts Visual Attention NIPS 2016

Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification CVPR 2016

Noisy Label Recovery for Shadow Detection in Unfamiliar Domains CVPR 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

Studying Relationships between Human Gaze, Description, and Computer Vision CVPR 2013

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

Variable Selection for Gaussian Graphical Models AISTATS 2012

Sparse and Locally Constant Gaussian Graphical Models NIPS 2009