← Authors

Nicu Sebe

129 papers · 2013–2026 · 10 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (13) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (10) 🏠 Conference Loyalist (49) 🌟 Keyword Trendsetter Combo (5) 🀝 Dynamic Duo (28) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (19) 🧬 Topic Evolution πŸ† Keyword Champion πŸ”₯ Unstoppable (14) ⚑ Prolific Year (20) ❓ The Questioner (3) πŸ’Ž Century Club (126) πŸ—ƒοΈ Keyword Collector (487) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

CVPR (49) ICCV (18) ECCV (13) NIPS (13) WACV (12) AAAI (7) ICLR (7) IJCAI (6) ICML (3) JMLR (1)

Top co-authors

Elisa Ricci (28) Zhun Zhong (28) Yue Song (14) Wei Wang (13) Hao Tang (13) Enver Sangineto (12) Yan Yan (11) Dan Xu (11) Zhiming Luo (8) Nan Pu (8)

Research topics

Computer Vision (1)

Keywords

semantic segmentation (12) self-supervised learning (10) domain adaptation (9) representation learning (8) image generation (7) generative adversarial network (7) convolutional neural network (7) contrastive learning (7) person re-identification (6) unsupervised learning (6) attention mechanism (6) latent space (6) semi-supervised learning (6) unsupervised domain adaptation (5) domain generalization (5) vision-language model (5) vision transformer (5) depth estimation (5) diffusion model (5) category discovery (4)

Papers

Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning AAAI 2026
Masked Clustering Prediction for Unsupervised Point Cloud Pre-training AAAI 2026
Wasserstein-Aligned Hyperbolic Multi-View Clustering AAAI 2026
Safe Vision-Language Models via Unsafe Weights Manipulation WACV 2026
Reverse Personalization WACV 2026
ATM: Enhanced Alignment for Text-to-Motion Generation WACV 2026
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation CVPR 2025
Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery ICCV 2025
Superpowering Open-Vocabulary Object Detectors for X-ray Vision ICCV 2025
SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining ICCV 2025
Pseudo-SD: Pseudo Controlled Stable Diffusion for Semi-Supervised and Cross-Domain Semantic Segmentation ICCV 2025
What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models ICCV 2025
Multi-focal Conditioned Latent Diffusion for Person Image Synthesis CVPR 2025
Transferable-Guided Attention is All You Need for Video Domain Adaptation WACV 2025
3D Part Segmentation via Geometric Aggregation of 2D Visual Features WACV 2025
Face Anonymization Made Simple WACV 2025
Curriculum Direct Preference Optimization for Diffusion and Consistency Models CVPR 2025
Cross-Modal and Uncertainty-Aware Agglomeration for Open-Vocabulary 3D Scene Understanding CVPR 2025
In-Context Meta LoRA Generation IJCAI 2025
CLIP is Strong Enough to Fight Back: Test-time Counterattacks towards Zero-shot Adversarial Robustness of CLIP CVPR 2025
A Correlation Manifold Self-Attention Network for EEG Decoding IJCAI 2025
Robust Consensus Anchor Learning for Efficient Multi-view Subspace Clustering ICML 2025
Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation ICCV 2025
Gyrogroup Batch Normalization ICLR 2025
Understanding Matrix Function Normalizations in Covariance Pooling through the Lens of Riemannian Geometry ICLR 2025
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance ECCV 2024
Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation CVPR 2024
OpenBias: Open-set Bias Detection in Text-to-Image Generative Models CVPR 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration NIPS 2024
LESS: Label-Efficient and Single-Stage Referring 3D Segmentation NIPS 2024
RMLR: Extending Multinomial Logistic Regression into General Geometries NIPS 2024
Connectivity-Driven Pseudo-Labeling Makes Stronger Cross-Domain Segmenters NIPS 2024
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery NIPS 2024
Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification AAAI 2024
Improving Fairness Using Vision-Language Driven Image Augmentation WACV 2024
SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer From a Spectral Perspective WACV 2024
Mitigating robust overfitting via self-residual-calibration regularization (Abstract Reprint) IJCAI 2024
Democratizing Fine-grained Visual Recognition with Large Language Models ICLR 2024
A Lie Group Approach to Riemannian Batch Normalization ICLR 2024
Riemannian Multinomial Logistics Regression for SPD Neural Networks CVPR 2024
Learning to Distinguish Samples for Generalized Category Discovery ECCV 2024
Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery ECCV 2024
PAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor CVPR 2024
Federated Generalized Category Discovery CVPR 2024
Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation CVPR 2024
Dynamic Conceptional Contrastive Learning for Generalized Category Discovery CVPR 2023
Overlap-Guided Gaussian Mixture Models for Point Cloud Registration WACV 2023
Cross-Modality Earth Mover’s Distance for Visible Thermal Person Re-identification AAAI 2023
Flow Factorized Representation Learning NIPS 2023
Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning NIPS 2023
Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation CVPR 2023
Graph Transformer GANs for Graph-Constrained House Generation CVPR 2023
Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis ICLR 2023
Latent Traversals in Generative Models as Potential Flows ICML 2023
StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model ICCV 2023
Householder Projector for Unsupervised Latent Semantics Discovery ICCV 2023
Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers CVPR 2023
Attribute-Preserving Face Dataset Anonymization via Latent Code Optimization CVPR 2023
Hyperbolic Vision Transformers: Combining Improvements in Metric Learning CVPR 2022
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation NIPS 2022
RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection NIPS 2022
Geometry-Contrastive Transformer for Generalized 3D Pose Transfer AAAI 2022
Novel Class Discovery in Semantic Segmentation CVPR 2022
Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model CVPR 2022
3D-Aware Semantic-Guided Generative Model for Human Synthesis ECCV 2022
Batch-Efficient EigenDecomposition for Small and Medium Matrices ECCV 2022
Improving Covariance Conditioning of the SVD Meta-Layer by Orthogonality ECCV 2022
Uncertainty-Guided Source-Free Domain Adaptation ECCV 2022
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation ECCV 2022
Class-Incremental Novel Class Discovery ECCV 2022
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation ECCV 2022
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation ECCV 2022
Fast Differentiable Matrix Square Root ICLR 2022
solo-learn: A Library of Self-supervised Methods for Visual Representation Learning JMLR 2022
Dual-Head Contrastive Domain Adaptation for Video Action Recognition WACV 2022
Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification CVPR 2021
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World CVPR 2021
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation CVPR 2021
Coarse-to-Fine Gaze Redirection With Numerical and Pictorial Guidance WACV 2021
Exploiting Sample Correlation for Crowd Counting With Multi-Expert Network ICCV 2021
Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer ICCV 2021
Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? ICCV 2021
Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction ICCV 2021
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation CVPR 2021
Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification CVPR 2021
Efficient Training of Visual Transformers with Small Datasets NIPS 2021
Neighborhood Contrastive Learning for Novel Class Discovery CVPR 2021
Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning AAAI 2021
Whitening for Self-Supervised Representation Learning ICML 2021
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation CVPR 2020
Online Depth Learning Against Forgetting in Monocular Videos CVPR 2020
XingGAN for Person Image Generation ECCV 2020
Attention-based Fusion for Multi-source Human Image Generation WACV 2020
Latent World Models For Intrinsically Motivated Exploration NIPS 2020
Weakly-Supervised Crowd Counting Learns from Sorting rather than Locations ECCV 2020
Reverse Perspective Network for Perspective-Aware Object Counting CVPR 2020
Animating Arbitrary Objects via Deep Motion Transfer CVPR 2019
Whitening and Coloring Batch Transform for GANs ICLR 2019
Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation CVPR 2019
First Order Motion Model for Image Animation NIPS 2019
Budget-Aware Adapters for Multi-Domain Learning ICCV 2019
Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation CVPR 2019
Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss CVPR 2019
Pattern-Affinitive Propagation Across Depth, Surface Normal and Semantic Segmentation CVPR 2019
Every Smile Is Unique: Landmark-Guided Diverse Smile Generation CVPR 2018
Group Consistent Similarity Learning via Deep CRF for Person Re-Identification CVPR 2018
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation CVPR 2018
Deformable GANs for Pose-Based Human Image Generation CVPR 2018
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing CVPR 2018
Spatio-Temporal Vector of Locally Max Pooled Features for Action Recognition in Videos CVPR 2017
Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction NIPS 2017
Viraliency: Pooling Local Virality CVPR 2017
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection CVPR 2017
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation CVPR 2017
Recurrent Face Aging CVPR 2016
Self-Adaptive Matrix Completion for Heart Rate Estimation From Face Videos Under Realistic Conditions CVPR 2016
Recognizing Emotions From Abstract Paintings Using Non-Linear Matrix Completion CVPR 2016
Looking at Mondrian's Victory Boogie-Woogie: What Do I Feel? IJCAI 2015
Inferring Painting Style with Multi-Task Dictionary Learning IJCAI 2015
Regressing a 3D Face Shape From a Single Image ICCV 2015
Localize Me Anywhere, Anytime: A Multi-Task Point-Retrieval Approach ICCV 2015
Unsupervised Tube Extraction Using Transductive Learning and Dense Trajectories ICCV 2015
Optimal Graph Learning With Partial Tags and Multiple Features for Image and Video Annotation CVPR 2015
The S-Hock Dataset: Analyzing Crowds at the Stadium CVPR 2015
Learning to Group Objects CVPR 2014
Thinking of Images as What They Are: Compound Matrix Regression for Image Classification IJCAI 2013
Complex Event Detection via Multi-source Video Attributes CVPR 2013
Feature Weighting via Optimal Thresholding for Video Analysis ICCV 2013
No Matter Where You Are: Flexible Graph-Guided Multi-task Learning for Multi-view Head Pose Classification under Target Motion ICCV 2013