Niccolò Biondi

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upvoted a paper 7 days ago

GroundingME: Exposing the Visual Grounding Gap in MLLMs through Multi-Dimensional Evaluation

Paper • 2512.17495 • Published 16 days ago • 19

upvoted a paper 18 days ago

Backward-Compatible Aligned Representations via an Orthogonal Transformation Layer

Paper • 2408.08793 • Published Aug 16, 2024 • 7

authored 3 papers 18 days ago

Mitigating Negative Flips via Margin Preserving Training

Paper • 2511.08322 • Published Nov 11, 2025

FRED: The Florence RGB-Event Drone Dataset

Paper • 2506.05163 • Published Jun 5, 2025

$\boldsymbolλ$-Orthogonality Regularization for Compatible Representation Learning

Paper • 2509.16664 • Published Sep 20, 2025

upvoted 5 papers over 1 year ago

MUST-VQA: MUltilingual Scene-text VQA

Paper • 2209.06730 • Published Sep 14, 2022 • 2

CTE: A Dataset for Contextualized Table Extraction

Paper • 2302.01451 • Published Feb 2, 2023 • 2

Comics Datasets Framework: Mix of Comics datasets for detection benchmarking

Paper • 2407.03540 • Published Jul 3, 2024 • 3

CoMix: A Comprehensive Benchmark for Multi-Task Comic Understanding

Paper • 2407.03550 • Published Jul 4, 2024 • 2

One missing piece in Vision and Language: A Survey on Comics Understanding

Paper • 2409.09502 • Published Sep 14, 2024 • 24

authored a paper over 1 year ago

Backward-Compatible Aligned Representations via an Orthogonal Transformation Layer

Paper • 2408.08793 • Published Aug 16, 2024 • 7

commented a paper over 1 year ago

Backward-Compatible Aligned Representations via an Orthogonal Transformation Layer

Paper • 2408.08793 • Published Aug 16, 2024 • 7 •

2

authored 5 papers over 1 year ago

Comics Datasets Framework: Mix of Comics datasets for detection benchmarking

Paper • 2407.03540 • Published Jul 3, 2024 • 3

Contrastive Supervised Distillation for Continual Representation Learning

Paper • 2205.05476 • Published May 11, 2022 • 1

CoReS: Compatible Representations via Stationarity

Paper • 2111.07632 • Published Nov 15, 2021 • 1

Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacements

Paper • 2405.02581 • Published May 4, 2024 • 2

CL2R: Compatible Lifelong Learning Representations

Paper • 2211.09032 • Published Nov 16, 2022 • 1

upvoted 2 papers over 1 year ago

Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacements

Paper • 2405.02581 • Published May 4, 2024 • 2

MUSCLE: A Model Update Strategy for Compatible LLM Evolution

Paper • 2407.09435 • Published Jul 12, 2024 • 23