PPaperPicks

Nicu Sebe

University of Trento, Italy

57 papers at tracked venues · 44 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6597-7248 ↗Google Scholar ↗Homepage ↗

Venues

CVPR ×13ACM MM ×8NeurIPS ×8ICCV ×6WACV ×6AAAI ×4ECCV ×4ICLR ×4IJCAI ×3ICML ×1

Frequent coauthors

Zhun Zhong
×14
Ziheng Chen
×8
Nan Pu
×7
Wenjing Li
×7
Xiao-Jun Wu
×7
Jinlong Li
×5
Dong Zhao
×5
Shuang Wang
×5
Qi Zang
×5
Yue Song
×5
Bin Ren
×4
Haiyang Zheng
×4

Papers

  1. ATM: Enhanced Alignment for Text-to-Motion Generation
    WACV 2026 ·
    Ke Han
    ,
    Yueming Lyu
    ,
    Weichen Yu
    , Nicu Sebe
  2. Masked Clustering Prediction for Unsupervised Point Cloud Pre-training
    AAAI 2026 ·
    Bin Ren
    ,
    Xiaoshui Huang
    ,
    Mengyuan Liu
    ,
    Hong Liu
    ,
    Fabio Poiesi
    , Nicu Sebe,
    Guofeng Mei
  3. Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning
    AAAI 2026 ·
    Haiyang Zheng
    ,
    Nan Pu
    ,
    Wenjing Li
    ,
    Teng Long
    , Nicu Sebe,
    Zhun Zhong
  4. Reverse Personalization
    WACV 2026 ·
    Han-Wei Kung
    ,
    Tuomas Varanka
    , Nicu Sebe
  5. Safe Vision-Language Models via Unsafe Weights Manipulation
    WACV 2026 ·
    Moreno D'Incà
    ,
    Elia Peruzzo
    ,
    Xingqian Xu
    ,
    Humphrey Shi
    , Nicu Sebe,
    Massimiliano Mancini
  6. Wasserstein-Aligned Hyperbolic Multi-View Clustering
    AAAI 2026 ·
    Rui Wang
    ,
    Yuting Jiang
    ,
    Xiaoqing Luo
    ,
    Xiao-Jun Wu
    , Nicu Sebe,
    Ziheng Chen
  7. 3D Part Segmentation via Geometric Aggregation of 2D Visual Features
    WACV 2025 ·
    Marco Garosi
    ,
    Riccardo Tedoldi
    ,
    Davide Boscaini
    ,
    Massimiliano Mancini
    , Nicu Sebe,
    Fabio Poiesi
  8. A Correlation Manifold Self-Attention Network for EEG Decoding
    IJCAI 2025 ·
    Chen Hu
    ,
    Rui Wang
    ,
    Xiaoning Song
    ,
    Tao Zhou
    ,
    Xiao-Jun Wu
    , Nicu Sebe,
    Ziheng Chen
  9. ADAPTOR: Adaptive Token Reduction for Video Diffusion Transformers
    CVPR 2025 ·
    Elia Peruzzo
    ,
    Adil Karjauv
    , Nicu Sebe,
    Amir Ghodrati
    ,
    AmirHossein Habibian
  10. AlignCAT: Visual-Linguistic Alignment of Category and Attribute for Weakly Supervised Visual Grounding
    ACM MM 2025 ·
    Yidan Wang
    ,
    Chenyi Zhuang
    ,
    Wutao Liu
    ,
    Pan Gao
    , Nicu Sebe
  11. CLIP is Strong Enough to Fight Back: Test-time Counterattacks towards Zero-shot Adversarial Robustness of CLIP
    CVPR 2025 ·
    Songlong Xing
    ,
    Zhengyu Zhao
    , Nicu Sebe
  12. Cross-Modal and Uncertainty-Aware Agglomeration for Open-Vocabulary 3D Scene Understanding
    CVPR 2025 ·
    Jinlong Li
    ,
    Cristiano Saltori
    ,
    Fabio Poiesi
    , Nicu Sebe
  13. Curriculum Direct Preference Optimization for Diffusion and Consistency Models
    CVPR 2025 ·
    Florinel-Alin Croitoru
    ,
    Vlad Hondru
    ,
    Radu Tudor Ionescu
    , Nicu Sebe,
    Mubarak Shah
  14. Face Anonymization Made Simple
    WACV 2025 ·
    Han-Wei Kung
    ,
    Tuomas Varanka
    ,
    Sanjay Saha
    ,
    Terence Sim
    , Nicu Sebe
  15. FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation
    CVPR 2025 ·
    Dong Zhao
    ,
    Jinlong Li
    ,
    Shuang Wang
    ,
    Mengyao Wu
    ,
    Qi Zang
    , Nicu Sebe,
    Zhun Zhong
  16. FreeInsert: Disentangled Text-Guided Object Insertion in 3D Gaussian Scene without Spatial Priors
    ACM MM 2025 ·
    Chenxi Li
    ,
    Weijie Wang
    ,
    Qiang Li
    , Nicu Sebe,
    Bruno Lepri
    ,
    Weizhi Nie
  17. Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery
    ICCV 2025 ·
    Xiao Liu
    ,
    Nan Pu
    ,
    Haiyang Zheng
    ,
    Wenjing Li
    , Nicu Sebe,
    Zhun Zhong
  18. Gyrogroup Batch Normalization
    ICLR 2025 ·
    Ziheng Chen
    ,
    Yue Song
    ,
    Xiaojun Wu
    , Nicu Sebe
  19. Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation
    ICCV 2025 ·
    Jiahua Dong
    ,
    Hui Yin
    ,
    Wenqi Liang
    ,
    Hanbin Zhao
    ,
    Henghui Ding
    , Nicu Sebe,
    Salman Khan
    ,
    Fahad Shahbaz Khan
  20. In-Context Meta LoRA Generation
    IJCAI 2025 ·
    Yihua Shao
    ,
    Minxi Yan
    ,
    Yang Liu
    ,
    Siyu Chen
    ,
    Wenjie Chen
    ,
    Xinwei Long
    ,
    Ziyang Yan
    ,
    Lei Li
    ,
    Chenyu Zhang
    , Nicu Sebe,
    Hao Tang
    ,
    Yan Wang
    ,
    Hao Zhao
    ,
    Mengzhu Wang
    ,
    Jingcai Guo
  21. Multi-focal Conditioned Latent Diffusion for Person Image Synthesis
    CVPR 2025 ·
    Jiaqi Liu
    ,
    Jichao Zhang
    ,
    Paolo Rota
    , Nicu Sebe
  22. NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results
    CVPR 2025 ·
    Yuqian Fu
    ,
    Xingyu Qiu
    ,
    Bin Ren
    ,
    Yanwei Fu
    ,
    Radu Timofte
    , Nicu Sebe,
    Ming-Hsuan Yang
    ,
    Luc Van Gool
    ,
    Kaijin Zhang
    ,
    Qingpeng Nong
    ,
    Xiugang Dong
    ,
    Hong Gao
    ,
    Xiangsheng Zhou
    ,
    Jiancheng Pan
    ,
    Yanxing Liu
    ,
    Xiao He
    ,
    Jiahao Li
    ,
    Yuze Sun
    ,
    Xiaomeng Huang
    ,
    Zhenyu Zhang
    ,
    Ran Ma
    ,
    Yuhan Liu
    ,
    Zijian Zhuang
    ,
    Shuai Yi
    ,
    Yixiong Zou
    ,
    Lingyi Hong
    ,
    Mingxi Chen
    ,
    Runze Li
    ,
    Xingdong Sheng
    ,
    Wenqiang Zhang
    ,
    Weisen Chen
    ,
    Yongxin Yan
    ,
    Xinguo Chen
    ,
    Yuanjie Shao
    ,
    Zhengrong Zuo
    ,
    Nong Sang
    ,
    Hao Wu
    ,
    Haoran Sun
    ,
    Shuming Hu
    ,
    Yan Zhang
    ,
    Zhiguang Shi
    ,
    Yu Zhang
    ,
    Chao Chen
    ,
    Tao Wang
    ,
    Da Feng
    ,
    Linhai Zhuo
    ,
    Ziming Lin
    ,
    Yali Huang
    ,
    Jie Me
    ,
    Yiming Yang
    ,
    Mi Guo
    ,
    Mingyuan Jiu
    ,
    Mingliang Xu
    ,
    Maomao Xiong
    ,
    Qunshu Zhang
    ,
    Xinyu Cao
    ,
    Yuqing Yang
    ,
    Dianmo Sheng
    ,
    Xuanpu Zhao
    ,
    Zhiyu Li
    ,
    Xuyang Ding
    ,
    Wenqian Li
  23. Pseudo-SD: Pseudo Controlled Stable Diffusion for Semi-Supervised and Cross-Domain Semantic Segmentation
    ICCV 2025 ·
    Dong Zhao
    ,
    Qi Zang
    ,
    Shuang Wang
    , Nicu Sebe,
    Zhun Zhong
  24. Robust Consensus Anchor Learning for Efficient Multi-view Subspace Clustering
    ICML 2025 ·
    Yalan Qin
    ,
    Nan Pu
    ,
    Guorui Feng
    , Nicu Sebe
  25. SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting
    NeurIPS 2025 ·
    Mengjiao Ma
    ,
    Qi Ma
    ,
    Yue Li
    ,
    Jiahuan Cheng
    ,
    Runyi Yang
    ,
    Bin Ren
    ,
    Nikola Popovic
    ,
    Mingqiang Wei
    , Nicu Sebe,
    Ender Konukoglu
    ,
    Luc Van Gool
    ,
    Theo Gevers
    ,
    Martin R. Oswald
    ,
    Danda Pani Paudel
  26. SceneSplat: Gaussian Splatting-Based Scene Understanding with Vision-Language Pretraining
    ICCV 2025 ·
    Yue Li
    ,
    Qi Ma
    ,
    Runyi Yang
    ,
    Huapeng Li
    ,
    Mengjiao Ma
    ,
    Bin Ren
    ,
    Nikola Popovic
    , Nicu Sebe,
    Ender Konukoglu
    ,
    Theo Gevers
    ,
    Luc Van Gool
    ,
    Martin R. Oswald
    ,
    Danda Pani Paudel
  27. Superpowering Open-Vocabulary Object Detectors for X-ray Vision
    ICCV 2025 ·
    Pablo Garcia-Fernandez
    ,
    Lorenzo Vaquero
    ,
    Mingxuan Liu
    ,
    Feng Xue
    ,
    Daniel Cores
    , Nicu Sebe,
    Manuel Mucientes
    ,
    Elisa Ricci
  28. Towards a General Attention Framework on Gyrovector Spaces for Matrix Manifolds
    NeurIPS 2025 ·
    Rui Wang
    ,
    Chen Hu
    ,
    Xiaoning Song
    ,
    Xiaojun Wu
    , Nicu Sebe,
    Ziheng Chen
  29. Transferable-Guided Attention Is All You Need for Video Domain Adaptation
    WACV 2025 ·
    André Sacilotti
    ,
    Samuel Felipe dos Santos
    , Nicu Sebe,
    Jurandy Almeida
  30. Understanding Matrix Function Normalizations in Covariance Pooling through the Lens of Riemannian Geometry
    ICLR 2025 ·
    Ziheng Chen
    ,
    Yue Song
    ,
    Xiaojun Wu
    ,
    Gaowen Liu
    , Nicu Sebe
  31. Unveiling Open-set Noise: Theoretical Insights into Label Noise
    ACM MM 2025 ·
    Chen Feng
    , Nicu Sebe,
    Georgios Tzimiropoulos
    ,
    Miguel R. D. Rodrigues
    ,
    Ioannis Patras
  32. What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models
    ICCV 2025 ·
    Lorenzo Baraldi
    ,
    Davide Bucciarelli
    ,
    Federico Betti
    ,
    Marcella Cornia
    ,
    Lorenzo Baraldi
    , Nicu Sebe,
    Rita Cucchiara
  33. When Semantics Mislead Vision: Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding
    NeurIPS 2025 ·
    Yan Shu
    ,
    Hangui Lin
    ,
    Yexin Liu
    ,
    Yan Zhang
    ,
    Gangyan Zeng
    ,
    Yan Li
    ,
    Yu Zhou
    ,
    Ser Nam Lim
    ,
    Harry Yang
    , Nicu Sebe
  34. 3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance
    ECCV 2024 ·
    Xiaoxu Xu
    ,
    Yitian Yuan
    ,
    Jinlong Li
    ,
    Qiudan Zhang
    ,
    Zequn Jie
    ,
    Lin Ma
    ,
    Hao Tang
    , Nicu Sebe,
    Xu Wang
  35. A Lie Group Approach to Riemannian Batch Normalization
    ICLR 2024 ·
    Ziheng Chen
    ,
    Yue Song
    ,
    Yunmei Liu
    , Nicu Sebe
  36. Connectivity-Driven Pseudo-Labeling Makes Stronger Cross-Domain Segmenters
    NeurIPS 2024 ·
    Dong Zhao
    ,
    Qi Zang
    ,
    Shuang Wang
    , Nicu Sebe,
    Zhun Zhong
  37. Cross-Class Domain Adaptive Semantic Segmentation with Visual Language Models
    ACM MM 2024 ·
    Wenqi Ren
    ,
    Ruihao Xia
    ,
    Meng Zheng
    ,
    Ziyan Wu
    ,
    Yang Tang
    , Nicu Sebe
  38. Democratizing Fine-grained Visual Recognition with Large Language Models
    ICLR 2024 ·
    Mingxuan Liu
    ,
    Subhankar Roy
    ,
    Wenjing Li
    ,
    Zhun Zhong
    , Nicu Sebe,
    Elisa Ricci
  39. Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification
    AAAI 2024 ·
    Fengxiang Yang
    ,
    Zhun Zhong
    ,
    Zhiming Luo
    ,
    Yifan He
    ,
    Shaozi Li
    , Nicu Sebe
  40. Federated Generalized Category Discovery
    CVPR 2024 ·
    Nan Pu
    ,
    Wenjing Li
    ,
    Xingyuan Ji
    ,
    Yalan Qin
    , Nicu Sebe,
    Zhun Zhong
  41. Generalized Source-Free Domain-adaptive Segmentation via Reliable Knowledge Propagation
    ACM MM 2024 ·
    Qi Zang
    ,
    Shuang Wang
    ,
    Dong Zhao
    ,
    Yang Hu
    ,
    Dou Quan
    ,
    Jinlong Li
    , Nicu Sebe,
    Zhun Zhong
  42. Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation
    CVPR 2024 ·
    Wenhao Li
    ,
    Mengyuan Liu
    ,
    Hong Liu
    ,
    Pichao Wang
    ,
    Jialun Cai
    , Nicu Sebe
  43. LESS: Label-Efficient and Single-Stage Referring 3D Segmentation
    NeurIPS 2024 ·
    Xuexun Liu
    ,
    Xiaoxu Xu
    ,
    Jinlong Li
    ,
    Qiudan Zhang
    ,
    Xu Wang
    , Nicu Sebe,
    Lin Ma
  44. Learning to Distinguish Samples for Generalized Category Discovery
    ECCV 2024 ·
    Fengxiang Yang
    ,
    Nan Pu
    ,
    Wenjing Li
    ,
    Zhiming Luo
    ,
    Shaozi Li
    , Nicu Sebe,
    Zhun Zhong
  45. Mitigating robust overfitting via self-residual-calibration regularization (Abstract Reprint)
    IJCAI 2024 ·
    Hong Liu
    ,
    Zhun Zhong
    , Nicu Sebe,
    Shin'ichi Satoh
  46. OpenBias: Open-Set Bias Detection in Text-to-Image Generative Models
    CVPR 2024 ·
    Moreno D'Incà
    ,
    Elia Peruzzo
    ,
    Massimiliano Mancini
    ,
    Dejia Xu
    ,
    Vidit Goel
    ,
    Xingqian Xu
    ,
    Zhangyang Wang
    ,
    Humphrey Shi
    , Nicu Sebe
  47. Optimizing Resource Consumption in Diffusion Models Through Hallucination Early Detection
    ECCV 2024 ·
    Federico Betti
    ,
    Lorenzo Baraldi
    ,
    Lorenzo Baraldi
    ,
    Rita Cucchiara
    , Nicu Sebe
  48. PAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor
    CVPR 2024 ·
    Vidit Goel
    ,
    Elia Peruzzo
    ,
    Yifan Jiang
    ,
    Dejia Xu
    ,
    Xingqian Xu
    , Nicu Sebe,
    Trevor Darrell
    ,
    Zhangyang Wang
    ,
    Humphrey Shi
  49. Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery
    NeurIPS 2024 ·
    Haiyang Zheng
    ,
    Nan Pu
    ,
    Wenjing Li
    , Nicu Sebe,
    Zhun Zhong
  50. RMLR: Extending Multinomial Logistic Regression into General Geometries
    NeurIPS 2024 ·
    Ziheng Chen
    ,
    Yue Song
    ,
    Rui Wang
    ,
    Xiaojun Wu
    , Nicu Sebe
  51. Riemannian Multinomial Logistics Regression for SPD Neural Networks
    CVPR 2024 ·
    Ziheng Chen
    ,
    Yue Song
    ,
    Gaowen Liu
    ,
    Ramana Rao Kompella
    ,
    Xiao-Jun Wu
    , Nicu Sebe
  52. SM4Depth: Seamless Monocular Metric Depth Estimation across Multiple Cameras and Scenes by One Model
    ACM MM 2024 ·
    Yihao Liu
    ,
    Feng Xue
    ,
    Anlong Ming
    ,
    Mingshuai Zhao
    ,
    Huadong Ma
    , Nicu Sebe
  53. Sharing Key Semantics in Transformer Makes Efficient Image Restoration
    NeurIPS 2024 ·
    Bin Ren
    ,
    Yawei Li
    ,
    Jingyun Liang
    ,
    Rakesh Ranjan
    ,
    Mengyuan Liu
    ,
    Rita Cucchiara
    ,
    Luc Van Gool
    ,
    Ming-Hsuan Yang
    , Nicu Sebe
  54. Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation
    CVPR 2024 ·
    Dong Zhao
    ,
    Shuang Wang
    ,
    Qi Zang
    ,
    Licheng Jiao
    , Nicu Sebe,
    Zhun Zhong
  55. Textual Knowledge Matters: Cross-Modality Co-teaching for Generalized Visual Class Discovery
    ECCV 2024 ·
    Haiyang Zheng
    ,
    Nan Pu
    ,
    Wenjing Li
    , Nicu Sebe,
    Zhun Zhong
  56. Towards End-to-End Explainable Facial Action Unit Recognition via Vision-Language Joint Learning
    ACM MM 2024 ·
    Xuri Ge
    ,
    Junchen Fu
    ,
    Fuhai Chen
    ,
    Shan An
    , Nicu Sebe,
    Joemon M. Jose
  57. UVMap-ID: A Controllable and Personalized UV Map Generative Model
    ACM MM 2024 ·
    Weijie Wang
    ,
    Jichao Zhang
    ,
    Chang Liu
    ,
    Xia Li
    ,
    Xingqian Xu
    ,
    Humphrey Shi
    , Nicu Sebe,
    Bruno Lepri