Nicu Sebe

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