← Authors

Elisa Ricci

76 papers · 2008–2025 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (17) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (115) 🏠 Conference Loyalist (33) πŸ”¬ Deep Specialist (12) 🀝 Dynamic Duo (28) ❓ The Questioner (2) ⚑ Prolific Year (9) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (277) πŸ’Ž Century Club (76) πŸ”₯ Unstoppable (11)

Conferences

CVPR (33) ICCV (17) ECCV (9) WACV (6) NIPS (4) JMLR (2) ACL (1) EMNLP (1) ICLR (1) IJCAI (1) IJCNLP (1)

Top co-authors

Nicu Sebe (28) Massimiliano Mancini (16) Stéphane Lathuilière (13) Enrico Fini (11) Subhankar Roy (10) Yiming Wang (9) Willi Menapace (8) Samuel Rota Bulò (8) Sergey Tulyakov (7) Xavier Alameda-Pineda (7)

Keywords

zero-shot learning (8) vision-language model (7) self-supervised learning (7) video generation (6) domain adaptation (6) contrastive learning (5) unsupervised domain adaptation (5) vision language model (5) image classification (5) continual learning (4) convolutional neural network (4) knowledge distillation (4) monocular depth estimation (3) semi-supervised learning (3) semantic segmentation (3) unsupervised learning (3) transfer learning (3) catastrophic forgetting (3) representation learning (3) object detection (3)

Papers

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