← Authors

Dimitris N. Metaxas

62 papers · 2013–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (14) πŸƒ Academic Marathon (13) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (90) πŸ† Grand Slam 🧬 Topic Evolution 🀝 Dynamic Duo (13) πŸ† Keyword Champion (2) πŸ‘‘ Triple Crown πŸš€ Conference Pioneer πŸ’Ž Century Club (62) πŸ—ƒοΈ Keyword Collector (231) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (12) ❓ The Questioner ⚑ Prolific Year (13)

Conferences

CVPR (16) ICCV (12) ECCV (6) ICLR (6) WACV (5) ICML (3) IJCAI (3) AAAI (2) AISTATS (2) COLING (2) NIPS (2) ACL (1) JMLR (1) MIDL (1)

Top co-authors

Di Liu (13) Long Zhao (10) Ligong Han (9) Yuxiao Chen (8) Bo Liu (7) Xi Peng (7) Zhuowei Li (6) Shaoting Zhang (6) Yu Tian (6) Shiyu Zhao (6)

Research topics

Learning Paradigms (1)

Keywords

image generation (5) diffusion model (5) object detection (4) semantic segmentation (3) contrastive learning (3) domain adaptation (3) knowledge distillation (3) multimodal large language model (3) data augmentation (3) sign language translation (2) autonomous driving (2) representation learning (2) image editing (2) point cloud (2) gaussian splatting (2) medical imaging (2) attention mechanism (2) sparse recovery (2) feature learning (2) 3d reconstruction (2)

Papers

DICE: Discrete Inversion Enabling Controllable Editing for Masked Generative Models WACV 2026
Snapmoji: Instant Generation of Animatable Dual-Stylized Avatars WACV 2026
Large Sign Language Models: Toward 3D American Sign Language Translation WACV 2026
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025
Show and Segment: Universal Medical Image Segmentation via In-Context Learning CVPR 2025
Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Image Generation AAAI 2025
The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering ICML 2025
Improved Training Technique for Latent Consistency Models ICLR 2025
Implicit In-context Learning ICLR 2025
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation ICLR 2025
FlowChef: Steering of Rectified Flow Models for Controlled Generations ICCV 2025
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device CVPR 2025
LUCAS: Layered Universal Codec Avatars CVPR 2025
VISIAR: Empower MLLM for Visual Story Ideation ACL 2025
MLLM-as-a-Judge for Image Safety without Human Labeling CVPR 2025
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate NIPS 2024
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation NIPS 2024
Diffusion Models for Sign Language Video Anonymization COLING 2024
A Multimodal Spatio-Temporal GCN Model with Enhancements for Isolated Sign Recognition COLING 2024
Generating Enhanced Negatives for Training Language-Based Object Detectors CVPR 2024
Instantaneous Perception of Moving Objects in 3D CVPR 2024
Layout-Agnostic Scene Text Image Synthesis with Diffusion Models CVPR 2024
Taming Self-Training for Open-Vocabulary Object Detection CVPR 2024
Rethinking Deep Unrolled Model for Accelerated MRI Reconstruction ECCV 2024
Learning to Localize Actions in Instructional Videos with LLM-Based Multi-Pathway Text-Video Alignment ECCV 2024
DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models ICLR 2024
How to Trace Latent Generative Model Generated Images without Artificial Watermark? ICML 2024
Steering Prototypes With Prompt-Tuning for Rehearsal-Free Continual Learning WACV 2024
DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image ICCV 2023
More Than Just Attention: Improving Cross-Modal Attentions With Contrastive Constraints for Image-Text Matching WACV 2023
SINE: SINgle Image Editing With Text-to-Image Diffusion Models CVPR 2023
Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens CVPR 2023
Learning Articulated Shape With Keypoint Pseudo-Labels From Web Images CVPR 2023
Social ODE: Multi-agent Trajectory Forecasting with Neural Ordinary Differential Equations ECCV 2022
Learning Transferable Reward for Query Object Localization with Policy Adaptation ICLR 2022
A Manifold View of Adversarial Risk AISTATS 2022
Exploiting Unlabeled Data with Vision and Language Models for Object Detection ECCV 2022
Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning ECCV 2022
Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images With Artificial Neural Networks ICCV 2021
Dual Projection Generative Adversarial Networks for Conditional Image Generation ICCV 2021
CrossNorm and SelfNorm for Generalization Under Distribution Shifts ICCV 2021
A Good Image Generator Is What You Need for High-Resolution Video Synthesis ICLR 2021
Stochastic Transformer Networks With Linear Competing Units: Application To End-to-End SL Translation ICCV 2021
Dual Iterative Hard Thresholding JMLR 2020
Learning Trailer Moments in Full-Length Movies with Co-Contrastive Attention ECCV 2020
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data CVPR 2020
MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps CVPR 2020
Object-Guided Instance Segmentation for Biological Images AAAI 2020
Knowledge As Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge CVPR 2020
Sharpen Focus: Learning With Attention Separability and Consistency ICCV 2019
Weakly Supervised Deep Nuclei Segmentation using Points Annotation in Histopathology Images MIDL 2019
Distributed Inexact Newton-type Pursuit for Non-convex Sparse Learning AISTATS 2019
Semantic Graph Convolutional Networks for 3D Human Pose Regression CVPR 2019
AdaTransform: Adaptive Data Transformation ICCV 2019
CR-GAN: Learning Complete Representations for Multi-view Generation IJCAI 2018
Reconstruction-Based Disentanglement for Pose-Invariant Face Recognition ICCV 2017
Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization ICML 2017
StackGAN: Text to Photo-Realistic Image Synthesis With Stacked Generative Adversarial Networks ICCV 2017
Nonlinear Hierarchical Part-Based Regression for Unconstrained Face Alignment IJCAI 2016
Visual Tracking with Reliable Memories IJCAI 2016
PIEFA: Personalized Incremental and Ensemble Face Alignment ICCV 2015
Pose-Free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model ICCV 2013