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Pascal Frossard · SciRah

Researcher profile · Semantic Scholar

Pascal Frossard

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Pascal Frossard — researcher profile on SciRah

h-index: 8
Works: 23
Citations: 470

Most-cited papers

Localizing Task Information for Improved Model Merging and Compression
Ke Wang, Nikolaos Dimitriadis, Guillermo Ortiz-Jiménez, François Fleuret +1 more
2024International Conference on Machine Learning154 citations
Semantic Scholar
IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection
Junbo Yin, Jian-Bing Shen, Runnan Chen, Wei Li +3 more
2024Computer Vision and Pattern Recognition152 citations Open access
Semantic Scholar
LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging
Ke Wang, Nikolaos Dimitriadis, Alessandro Favero, Guillermo Ortiz-Jiménez +2 more
2024International Conference on Learning Representations48 citations
Semantic Scholar
How compositional generalization and creativity improve as diffusion models are trained
Alessandro Favero, Antonio Sclocchi, Francesco Cagnetta, Pascal Frossard +1 more
2025International Conference on Machine Learning30 citations
Semantic Scholar
Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences
Nikolaos Dimitriadis, Pascal Frossard, François Fleuret
2024International Conference on Learning Representations21 citations
Semantic Scholar
Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein Projection
Hugues van Assel, Cédric Vincent-Cuaz, N. Courty, Rémi Flamary +2 more
2024Trans. Mach. Learn. Res.18 citations
Semantic Scholar
MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs
Ke Wang, Yi-Ming Qin, Nikolaos Dimitriadis, Alessandro Favero +1 more
2025Neural Information Processing Systems16 citations
Semantic Scholar
Pi-DUAL: Using Privileged Information to Distinguish Clean from Noisy Labels
Ke Wang, Guillermo Ortiz-Jiménez, Rodolphe Jenatton, Mark Collier +2 more
2023International Conference on Machine Learning9 citations Open access
Semantic Scholar
Fixed-Point Masked Generative Modeling
Andrea Miele, Yiming Qin, A. Carballo-Castro, Justin Deschenaux +1 more
2026arXiv.org7 citations
Semantic Scholar
Recursive Scaling in Masked Diffusion Models
A. Carballo-Castro, Julianna Piskorz, Paulius Rauba, M. van der Schaar +1 more
2026arXiv.org5 citations
Semantic Scholar
Sequential Representation Learning via Static-Dynamic Conditional Disentanglement
M. Simon, Pascal Frossard, C. De Vleeschouwer
2024European Conference on Computer Vision5 citations
Semantic Scholar
Task Addition and Weight Disentanglement in Closed-Vocabulary Models
Adam Hazimeh, Alessandro Favero, Pascal Frossard
2025arXiv.org4 citations
Semantic Scholar
Semantic Document Derendering: SVG Reconstruction via Vision-Language Modeling
Adam Hazimeh, Ke Wang, Mark Collier, Gilles Baechler +2 more
2025AAAI Conference on Artificial Intelligence3 citations
Semantic Scholar
Catastrophic overfitting is a bug but also a feature
Guillermo Ortiz-Jiménez, Pau de Jorge, Amartya Sanyal, Adel Bibi +4 more
2022arXiv.org3 citations Open access
Semantic Scholar
PriFT: Prior-Support Guided Supervised Fine-Tuning
Ke Wang, Shuang-Qi Li, Mathieu Salzmann, Pascal Frossard
2026arXiv.org2 citations
Semantic Scholar
Model soups need only one ingredient
Alireza Abdollahpoorrostam, Nikolaos Dimitriadis, Adam Hazimeh, Pascal Frossard
2026arXiv.org1 citations
Semantic Scholar
Single-Input Multi-Output Model Merging: Leveraging Foundation Models for Dense Multi-Task Learning
Juan Garcia Giraldo, Nikolaos Dimitriadis, Ke Wang, Pascal Frossard
2025arXiv.org1 citations
Semantic Scholar
Backdoor Unlearning by Linear Task Decomposition
Amel Abdelraheem, Alessandro Favero, Gérôme Bovet, Pascal Frossard
2025arXiv.org1 citations
Semantic Scholar
PUMA: margin-based data pruning
Javier Maroto, Pascal Frossard
2024arXiv.org1 citations
Semantic Scholar
Enhancing Diffusion Language Models with Autoregressive Post-Training Weights
Yi-Ming Qin, Ke Wang, Amel Abdelraheem, Adam Hazimeh +1 more
20260 citations
Semantic Scholar
Augmenting Large Audio Language Models with Low-Level Acoustic Features for Dysarthric Speech Detection
Mahdi Amiri, H. O. Shahreza, Pascal Frossard, Ina Kodrasi
20260 citations
Semantic Scholar
Loopholing All the Way: Language Modeling with pure Self-Conditioning
Adrien Deschenaux, Nadezhda Ilieva, Justin Deschenaux, Manuel Madeira +5 more
20260 citations
Semantic Scholar
Multiclass Speech Classification Under Noise Disparity
Mahdi Amiri, Sayantan Biswas, Ming-Chi Hou, Pascal Frossard +1 more
20260 citations
Semantic Scholar
Unsupervised Disentanglement Without Compromises : How Functional Orthogonality Enforces Identifiability
M. Simon, Pascal Frossard, C. De Vleeschouwer
2026arXiv.org0 citations
Semantic Scholar

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