Massimiliano Mancini

About Massimiliano Mancini

Massimiliano Mancini, With an exceptional h-index of 21 and a recent h-index of 21 (since 2020), a distinguished researcher at Eberhard Karls Universität Tübingen, specializes in the field of computer vision, deep learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

OpenBias: Open-set Bias Detection in Text-to-Image Generative Models

Harnessing Large Language Models for Training-free Video Anomaly Detection

MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning

Vocabulary-free Image Classification and Semantic Segmentation

Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships

Vocabulary-free image classification

Vision-by-Language for Training-Free Compositional Image Retrieval

On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers

Massimiliano Mancini Information

University

Position

___

Citations(all)

1540

Citations(since 2020)

1487

Cited By

396

hIndex(all)

21

hIndex(since 2020)

21

i10Index(all)

24

i10Index(since 2020)

24

Email

University Profile Page

Google Scholar

Massimiliano Mancini Skills & Research Interests

computer vision

deep learning

Top articles of Massimiliano Mancini

OpenBias: Open-set Bias Detection in Text-to-Image Generative Models

2024/6

Harnessing Large Language Models for Training-free Video Anomaly Detection

2024/6

Willi Menapace
Willi Menapace

H-Index: 2

Massimiliano Mancini
Massimiliano Mancini

H-Index: 9

Yiming Wang
Yiming Wang

H-Index: 0

MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning

arXiv preprint arXiv:2404.05621

2024/4/8

Vocabulary-free Image Classification and Semantic Segmentation

arXiv preprint arXiv:2404.10864

2024/4/16

Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships

Advances in Neural Information Processing Systems

2024/2/13

Massimiliano Mancini
Massimiliano Mancini

H-Index: 9

Zeynep Akata
Zeynep Akata

H-Index: 28

Anjan Dutta
Anjan Dutta

H-Index: 15

Vocabulary-free image classification

Advances in Neural Information Processing Systems

2024/2/13

Vision-by-Language for Training-Free Compositional Image Retrieval

arXiv preprint arXiv:2310.09291

2023/10/13

On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers

2023/10/2

Massimiliano Mancini
Massimiliano Mancini

H-Index: 9

If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection

arXiv preprint arXiv:2305.13308

2023/5/22

PDiscoNet: Semantically consistent part discovery for fine-grained recognition

2023

Iterative Superquadric Recomposition of 3D Objects from Multiple Views

2023

Massimiliano Mancini
Massimiliano Mancini

H-Index: 9

Zeynep Akata
Zeynep Akata

H-Index: 28

Image-free Classifier Injection for Zero-Shot Classification

2023

ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models

2023

Towards Recognizing New Semantic Concepts in New Visual Domains

2022/11/30

Massimiliano Mancini
Massimiliano Mancini

H-Index: 9

Bayescap: Bayesian identity cap for calibrated uncertainty in frozen neural networks

2022/10/23

Abstracting sketches through simple primitives

2022/7/27

Semi-Supervised and Unsupervised Deep Visual Learning: A Survey

IEEE transactions on pattern analysis and machine intelligence

2022/8/25

Yanbei Chen
Yanbei Chen

H-Index: 6

Massimiliano Mancini
Massimiliano Mancini

H-Index: 9

Zeynep Akata
Zeynep Akata

H-Index: 28

Learning graph embeddings for open world compositional zero-shot learning

IEEE TPAMI

2022/3/30

Massimiliano Mancini
Massimiliano Mancini

H-Index: 9

Zeynep Akata
Zeynep Akata

H-Index: 28

Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval

British Machine Vision Conference

2022/10/19

Relational Proxies: Emergent Relationships as Fine-Grained Discriminators

Neural Information Processing Systems

2022/10/5

Massimiliano Mancini
Massimiliano Mancini

H-Index: 9

Zeynep Akata
Zeynep Akata

H-Index: 28

Anjan Dutta
Anjan Dutta

H-Index: 15

See List of Professors in Massimiliano Mancini University(Eberhard Karls Universität Tübingen)

Co-Authors

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