Elisa Ricci

One VLM to Keep it Learning: Generation and Balancing for Data-Free Continual Visual Question Answering WACV 2025 Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages CVPR 2025 Compositional Caching for Training-free Open-vocabulary Attribute Detection CVPR 2025 Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers CVPR 2025 Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models CVPR 2025 Can Text-to-Video Generation help Video-Language Alignment? CVPR 2025 Superpowering Open-Vocabulary Object Detectors for X-ray Vision ICCV 2025 FedMVP: Federated Multimodal Visual Prompt Tuning for Vision-Language Models ICCV 2025 On Large Multimodal Models as Open-World Image Classifiers ICCV 2025 Training-Free Personalization via Retrieval and Reasoning on Fingerprints ICCV 2025 Harnessing Large Language Models for Training-free Video Anomaly Detection CVPR 2024 SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection CVPR 2024 Frustratingly Easy Test-Time Adaptation of Vision-Language Models NIPS 2024 STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization WACV 2024 Democratizing Fine-grained Visual Recognition with Large Language Models ICLR 2024 Retrieval-enriched zero-shot image classification in low-resource domains EMNLP 2024 MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning CVPR 2024 Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis CVPR 2024 Test-Time Zero-Shot Temporal Action Localization CVPR 2024 A Soft Nearest-Neighbor Framework for Continual Semi-Supervised Learning ICCV 2023 Vocabulary-free Image Classification NIPS 2023 AutoLabel: CLIP-Based Framework for Open-Set Video Domain Adaptation CVPR 2023 Semi-Supervised Learning Made Simple With Self-Supervised Clustering CVPR 2023 Novel Class Discovery for 3D Point Cloud Semantic Segmentation CVPR 2023 Quantum Multi-Model Fitting CVPR 2023 The Unreasonable Effectiveness of Large Language-Vision Models for Source-Free Video Domain Adaptation ICCV 2023 Object-aware Gaze Target Detection ICCV 2023 Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation ICCV 2023 Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation WACV 2023 ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-Based Mixing WACV 2023 Overlap-Guided Gaussian Mixture Models for Point Cloud Registration WACV 2023 solo-learn: A Library of Self-supervised Methods for Visual Representation Learning JMLR 2022 Playable Environments: Video Manipulation in Space and Time CVPR 2022 Uncertainty-Guided Source-Free Domain Adaptation ECCV 2022 Quantum Motion 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 Dual-Head Contrastive Domain Adaptation for Video Action Recognition WACV 2022 Self-Supervised Models Are Continual Learners CVPR 2022 Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation CVPR 2021 Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction ICCV 2021 Are We Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection? ICCV 2021 A Unified Objective for Novel Class Discovery ICCV 2021 Viewing Graph Solvability via Cycle Consistency ICCV 2021 Playable Video Generation CVPR 2021 Neighborhood Contrastive Learning for Novel Class Discovery CVPR 2021 Click To Move: Controlling Video Generation With Sparse Motion ICCV 2021 Online Depth Learning Against Forgetting in Monocular Videos CVPR 2020 Towards Generalization Across Depth for Monocular 3D Object Detection ECCV 2020 Towards Recognizing Unseen Categories in Unseen Domains ECCV 2020 Online Continual Learning under Extreme Memory Constraints ECCV 2020 Learning to Cluster under Domain Shift ECCV 2020 Modeling the Background for Incremental Learning in Semantic Segmentation CVPR 2020 Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss CVPR 2019 Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation CVPR 2019 Budget-Aware Adapters for Multi-Domain Learning ICCV 2019 AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs CVPR 2019 Animating Arbitrary Objects via Deep Motion Transfer CVPR 2019 First Order Motion Model for Image Animation NIPS 2019 Every Smile Is Unique: Landmark-Guided Diverse Smile Generation CVPR 2018 Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation CVPR 2018 Boosting Domain Adaptation by Discovering Latent Domains CVPR 2018 AutoDIAL: Automatic DomaIn Alignment Layers ICCV 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 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 Online Multitask Learning for Machine Translation Quality Estimation IJCNLP 2015 Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-Formations From Surveillance Videos ICCV 2015 Online Multitask Learning for Machine Translation Quality Estimation ACL 2015 Inferring Painting Style with Multi-Task Dictionary Learning IJCAI 2015 No Matter Where You Are: Flexible Graph-Guided Multi-task Learning for Multi-view Head Pose Classification under Target Motion ICCV 2013 Magic Moments for Structured Output Prediction JMLR 2008