Our Publications

Selected work

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ICASSP

2023 1 paper
PI-Trans: Parallel-ConvMLP and Implicit-Transformation Based GAN for Cross-View Image Translation

PI-Trans: Parallel-ConvMLP and Implicit-Transformation Based GAN for Cross-View Image Translation

ICCV

2023 11 papers
A soft nearest-neighbor framework for continual semi-supervised learning
Oral

A soft nearest-neighbor framework for continual semi-supervised learning

Zhiqi Kang, Enrico Fini, Moin Nabi, Elisa Ricci, Karteek Alahari
Householder Projector for Unsupervised Latent Semantics Discovery

Householder Projector for Unsupervised Latent Semantics Discovery

Yue Song, Jichao Zhang, Nicu Sebe, Wei Wang
Image-free Classifier Injection for Zero-Shot Classification

Image-free Classifier Injection for Zero-Shot Classification

Anders Christensen, Massimiliano Mancini, Almut Sophia Koepke, Ole Winther
Iterative Superquadric Recomposition of 3D Objects from Multiple Views

Iterative Superquadric Recomposition of 3D Objects from Multiple Views

Stephan Alaniz, Massimiliano Mancini
On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers

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

Thomas De Min, Massimiliano Mancini, Karteek Alahari, Xavier Alameda-Pineda, Elisa Ricci
PDiscoNet: Semantically consistent part discovery for fine-grained recognition

PDiscoNet: Semantically consistent part discovery for fine-grained recognition

Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cassio Dantas, Dino Ienco, Diego Marcos
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models

ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models

Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini
StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model

StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model

The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation

The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation

Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation

Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation

Cristiano Saltori, Aljoša Ošep, Elisa Ricci, Laura Leal-Taixé

ICIAP

2023 1 paper
Unsupervised Video Anomaly Detection with Diffusion Models Conditioned on Compact Motion Representations

Unsupervised Video Anomaly Detection with Diffusion Models Conditioned on Compact Motion Representations

ICIP

2023 1 paper
Exploring Diffusion Models for Unsupervised Video Anomaly Detection

Exploring Diffusion Models for Unsupervised Video Anomaly Detection

ICML

2023 1 paper
Latent Traversals in Generative Models as Potential Flows

Latent Traversals in Generative Models as Potential Flows

Yue Song, T. Anderson Keller, Nicu Sebe, Max Welling