Tatiana Tommasi
15 papers · 2013–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (36)
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(68)
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Century Club Β· Bronze
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Conference Pioneer
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Research topics
Machine Learning
(10)
Deep Learning
(8)
Artificial Intelligence
(5)
Computer Vision
(5)
Application Areas
(5)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(4)
Core AI
(3)
Learning Paradigms
(3)
Optimization & Theory Β· Machine Learning
(3)
Analysis
(2)
Core Methods
(2)
Generation
(2)
Optimization & Theory Β· Deep Learning
(2)
Techniques
(2)
Keywords
image classification
(2)
contrastive learning
(2)
domain adaptation
(2)
unsupervised learning
(2)
semi-supervised learning
(2)
self-supervised learning
(2)
point cloud
(2)
3d vision
(2)
sim-to-real transfer
(1)
zero-shot learning
(1)
lottery ticket hypothesis
(1)
semantic segmentation
(1)
stochastic optimization
(1)
stochastic gradient descent
(1)
reinforcement learning
(1)
neural network pruning
(1)
transfer learning
(1)
domain generalization
(1)
convex optimization
(1)
robotic manipulation
(1)
Papers
Efficient Model Editing with Task-Localized Sparse Fine-tuning
ICLR 2025
Domain Randomization via Entropy Maximization
ICLR 2024
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning
CVPR 2024
MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers
CVPR 2024
3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds
NeurIPS 2022
Distance-Based Hyperspherical Classification for Multi-Source Open-Set Domain Adaptation
WACV 2022
Semantic Novelty Detection via Relational Reasoning
ECCV 2022
Denoise and Contrast for Category Agnostic Shape Completion
CVPR 2021
One-Shot Unsupervised Cross-Domain Detection
ECCV 2020
On the Effectiveness of Image Rotation for Open Set Domain Adaptation
ECCV 2020
Domain Generalization by Solving Jigsaw Puzzles
CVPR 2019
From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN
CVPR 2018
Training Deep Networks without Learning Rates Through Coin Betting
NeurIPS 2017
Active Transfer Learning With Zero-Shot Priors: Reusing Past Datasets for Future Tasks
ICCV 2015
Frustratingly Easy NBNN Domain Adaptation
ICCV 2013