Marco Pedersoli

Bell (Canada) — Canada

Computer Science · Physical Sciences

23h-index2.8kcitations181works1.82yr avg
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Research Topics

Advanced Neural Network Applications(68), Domain Adaptation and Few-Shot Learning(58), Advanced Image and Video Retrieval Techniques(57), Video Surveillance and Tracking Methods(21), Emotion and Mood Recognition(18)

Publications181 total

LT-Soups: Bridging Head and Tail Classes via Subsampled Model Soups
arXiv (Cornell University)·2025Open Access
High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization
arXiv (Cornell University)·2025Open Access
Revisiting Mixout: An Overlooked Path to Robust Finetuning
arXiv (Cornell University)·2025Open Access
AInstein: Assessing the Feasibility of AI-Generated Approaches to Research Problems
arXiv (Cornell University)·2025Open Access
VLOD-TTA: Test-Time Adaptation of Vision-Language Object Detectors
arXiv (Cornell University)·2025Open Access
MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training
arXiv (Cornell University)·2025Open Access
Low-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification
arXiv (Cornell University)·2025Open Access
WiSE-OD: Benchmarking Robustness in Infrared Object Detection
arXiv (Cornell University)·2025Open Access
Advancements in Affective and Behavior Analysis: The 8th ABAW Workshop and Competition
2025· 4 cited
StarVector: Generating Scalable Vector Graphics Code from Images and Text
2025· 4 cited
Rendering-Aware Reinforcement Learning for Vector Graphics Generation
arXiv (Cornell University)·2025Open Access
Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data
2025
BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Digital Behavioural Change
arXiv (Cornell University)·2025Open Access
Distilling semantically aware orders for autoregressive image generation
arXiv (Cornell University)·2025Open Access
StarVector: Generating Scalable Vector Graphics Code from Images and Text
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 3 citedOpen Access
Neural Architecture Search by Learning a Hierarchical Search Space
arXiv (Cornell University)·2025Open Access
Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data
arXiv (Cornell University)·2025Open Access
Mixed Patch Visible-Infrared Modality Agnostic Object Detection
2025· 2 cited
Attention-Based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors
2025· 2 cited
A Realistic Protocol for Evaluation of Weakly Supervised Object Localization
2025
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Frequent Co-authors

Éric Granger(13), Christian Desrosiers(12), Tinne Tuytelaars(11), Jizong Peng(10), Jordi Gonzàlez(7), Amir Ghodrati(5), Luc Van Gool(5), Ismail Ben Ayed(5), Hakan Bilen(4), Alessandro L. Koerich(4), José Dolz(4), Yuanfeng Zhou(4), Muhammad Haseeb Aslam(3), Simon Bacon(3), Caiming Zhang(3), Soufiane Belharbi(3), Ping Wang(3), Guillermo Estrada(2), Ali Diba(2), Andrea Vedaldi(2)