PPaperPicks

Enzo Tartaglione

21 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4274-8298 ↗

Venues

AAAI ×5ECCV ×4WACV ×4ICCV ×3NeurIPS ×2BMVC ×1ECML-PKDD ×1ICML ×1

Frequent coauthors

Victor Quétu
×6
Van-Tam Nguyen
×5
Muhammad Salman Ali
×3
Sung-Ho Bae
×3
Attilio Fiandrotti
×3
Marco Grangetto
×3
Zhu Liao
×3
Vito Paolo Pastore
×2
Maryam Qamar
×2
Imad Eddine Marouf
×2
Stéphane Lathuilière
×2
Le-Trung Nguyen
×2

Papers

  1. How I Met Your Bias: Investigating Bias Amplification in Diffusion Models
    WACV 2026 ·
    Nathan Roos
    ,
    Ekaterina Iakovleva
    ,
    Ani Gjergji
    ,
    Vito Paolo Pastore
    , Enzo Tartaglione
  2. I-INR: Iterative Implicit Neural Representations
    AAAI 2026 ·
    Ali Haider
    ,
    Muhammad Salman Ali
    ,
    Maryam Qamar
    ,
    Tahir Khalil
    ,
    Soo Ye Kim
    ,
    Jihyong Oh
    , Enzo Tartaglione,
    Sung-Ho Bae
  3. Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering
    ICCV 2025 ·
    Imad Eddine Marouf
    , Enzo Tartaglione,
    Stéphane Lathuilière
    ,
    Joost van de Weijer
  4. Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning
    ICML 2025 ·
    Le-Trung Nguyen
    ,
    Aël Quélennec
    ,
    Van-Tam Nguyen
    , Enzo Tartaglione
  5. Diffusing DeBias: Synthetic Bias Amplification for Model Debiasing
    NeurIPS 2025 ·
    Massimiliano Ciranni
    ,
    Vito Paolo Pastore
    ,
    Roberto Di Via
    , Enzo Tartaglione,
    Francesca Odone
    ,
    Vittorio Murino
  6. ELMGS: Enhancing Memory and Computation Scalability Through coMpression for 3D Gaussian Splatting
    WACV 2025 ·
    Muhammad Salman Ali
    ,
    Sung-Ho Bae
    , Enzo Tartaglione
  7. Efficient Progressive Image Compression with Variance-Aware Masking
    WACV 2025 ·
    Alberto Presta
    , Enzo Tartaglione,
    Attilio Fiandrotti
    ,
    Marco Grangetto
    ,
    Pamela C. Cosman
  8. FOLDER: Accelerating Multi-Modal Large Language Models with Enhanced Performance
    ICCV 2025 ·
    Haicheng Wang
    ,
    Zhemeng Yu
    ,
    Gabriele Spadaro
    ,
    Chen Ju
    ,
    Victor Quétu
    ,
    Shuai Xiao
    , Enzo Tartaglione
  9. HYGENE: A Diffusion-Based Hypergraph Generation Method
    AAAI 2025 ·
    Dorian Gailhard
    , Enzo Tartaglione,
    Lirida Naviner
    ,
    Jhony H. Giraldo
  10. LaCoOT: Layer Collapse through Optimal Transport
    ICCV 2025 ·
    Victor Quétu
    ,
    Zhu Liao
    ,
    Nour Hezbri
    ,
    Fabio Pizzati
    , Enzo Tartaglione
  11. Till the Layers Collapse: Compressing a Deep Neural Network Through the Lenses of Batch Normalization Layers
    AAAI 2025 ·
    Zhu Liao
    ,
    Nour Hezbri
    ,
    Victor Quétu
    ,
    Van-Tam Nguyen
    , Enzo Tartaglione
  12. WiGNet: Windowed Vision Graph Neural Network
    WACV 2025 ·
    Gabriele Spadaro
    ,
    Marco Grangetto
    ,
    Attilio Fiandrotti
    , Enzo Tartaglione,
    Jhony H. Giraldo
  13. Activation Map Compression through Tensor Decomposition for Deep Learning
    NeurIPS 2024 ·
    Le-Trung Nguyen
    ,
    Aël Quélennec
    , Enzo Tartaglione,
    Samuel Tardieu
    ,
    Van-Tam Nguyen
  14. Boost Your NeRF: A Model-Agnostic Mixture of Experts Framework for High Quality and Efficient Rendering
    ECCV 2024 ·
    Francesco Di Sario
    ,
    Riccardo Renzulli
    , Enzo Tartaglione,
    Marco Grangetto
  15. DSD²: Can We Dodge Sparse Double Descent and Compress the Neural Network Worry-Free?
    AAAI 2024 ·
    Victor Quétu
    , Enzo Tartaglione
  16. Debiasing Surgeon: Fantastic Weights and How to Find Them
    ECCV 2024 ·
    Rémi Nahon
    ,
    Ivan Luiz De Moura Matos
    ,
    Van-Tam Nguyen
    , Enzo Tartaglione
  17. Find the Lady: Permutation and Re-synchronization of Deep Neural Networks
    AAAI 2024 ·
    Carl De Sousa Trias
    ,
    Mihai Petru Mitrea
    ,
    Attilio Fiandrotti
    ,
    Marco Cagnazzo
    ,
    Sumanta Chaudhuri
    , Enzo Tartaglione
  18. Memory-Optimized Once-For-All Network
    ECCV 2024 ·
    Maxime Girard
    ,
    Victor Quétu
    ,
    Samuel Tardieu
    ,
    Van-Tam Nguyen
    , Enzo Tartaglione
  19. The Simpler The Better: An Entropy-Based Importance Metric to Reduce Neural Networks' Depth
    ECML-PKDD 2024 ·
    Victor Quétu
    ,
    Zhu Liao
    , Enzo Tartaglione
  20. Trimming the Fat: Efficient Compression of 3D Gaussian Splats through Pruning
    BMVC 2024 ·
    Muhammad Salman Ali
    ,
    Maryam Qamar
    ,
    Sung-Ho Bae
    , Enzo Tartaglione
  21. Weighted Ensemble Models Are Strong Continual Learners
    ECCV 2024 ·
    Imad Eddine Marouf
    ,
    Subhankar Roy
    , Enzo Tartaglione,
    Stéphane Lathuilière