Vivien Cabannes

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 35

Top Topics

Active Learning

Reproducing Kernel

Supervised Learning

Top Venues

Publications

Vivien Cabannes, Elvis Dohmatob, Alberto Bietti
Scaling Laws for Associative Memories. ICLR (2024)
Vlad Sobal, Mark Ibrahim, Randall Balestriero, Vivien Cabannes, Diane Bouchacourt, Pietro Astolfi, Kyunghyun Cho, Yann LeCun
𝕏-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs. CoRR (2024)
Vivien Cabannes, Berfin Simsek, Alberto Bietti
Learning Associative Memories with Gradient Descent. CoRR (2024)
Charles Arnal, Vivien Cabannes, Vianney Perchet
Mode Estimation with Partial Feedback. CoRR (2024)
Vivien Cabannes, Charles Arnal
Touring Sampling With Pushforward Maps. ICASSP (2024)
Charles Arnal, Vivien Cabannes, Vianney Perchet
Mode Estimation with Partial Feedback. COLT (2024)
Vivien Cabannes, Charles Arnal, Wassim Bouaziz, Alice Yang, François Charton, Julia Kempe
Iteration Head: A Mechanistic Study of Chain-of-Thought. CoRR (2024)
Vivien Cabannes, Bobak Toussi Kiani, Randall Balestriero, Yann LeCun, Alberto Bietti
The SSL Interplay: Augmentations, Inductive Bias, and Generalization. CoRR (2023)
Vivien Cabannes, Alberto Bietti, Randall Balestriero
On Minimal Variations for Unsupervised Representation Learning. ICASSP (2023)
Alberto Bietti, Vivien Cabannes, Diane Bouchacourt, Hervé Jégou, Léon Bottou
Birth of a Transformer: A Memory Viewpoint. NeurIPS (2023)
Vivien Cabannes
Learning with Variational Objectives on Measures. BigData (2023)
Vivien Cabannes, Charles Arnal
Touring sampling with pushforward maps. CoRR (2023)
Vivien Cabannes, Carles Domingo-Enrich
Open Problem: Learning with Variational Objectives on Measures. CoRR (2023)
Alberto Bietti, Vivien Cabannes, Diane Bouchacourt, Hervé Jégou, Léon Bottou
Birth of a Transformer: A Memory Viewpoint. CoRR (2023)
Vivien Cabannes, Léon Bottou, Yann LeCun, Randall Balestriero
Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need. ICCV (2023)
Vivien Cabannes, Bobak Toussi Kiani, Randall Balestriero, Yann LeCun, Alberto Bietti
The SSL Interplay: Augmentations, Inductive Bias, and Generalization. ICML (2023)
Vivien Cabannes, Stefano Vigogna
A Case of Exponential Convergence Rates for SVM. AISTATS (2023)
Vivien Cabannes, Léon Bottou, Yann LeCun, Randall Balestriero
Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need. CoRR (2023)
Vivien Cabannes
Going Deeper with Spectral Embeddings. CoRR (2023)
Vivien Cabannes, Stefano Vigogna
How many samples are needed to leverage smoothness? NeurIPS (2023)
Vivien Cabannes, Stefano Vigogna
How many samples are needed to leverage smoothness? CoRR (2023)
Vivien Cabannes, Elvis Dohmatob, Alberto Bietti
Scaling Laws for Associative Memories. CoRR (2023)
Vivien Cabannes, Francis R. Bach, Vianney Perchet, Alessandro Rudi
Active Labeling: Streaming Stochastic Gradients. CoRR (2022)
Vivien Cabannes
From Weakly Supervised Learning to Active Learning. CoRR (2022)
Vivien Cabannes, Alberto Bietti, Randall Balestriero
On minimal variations for unsupervised representation learning. CoRR (2022)
Vivien Cabannes, Francis R. Bach, Vianney Perchet, Alessandro Rudi
Active Labeling: Streaming Stochastic Gradients. NeurIPS (2022)
Vivien Cabannes, Stefano Vigogna
A Case of Exponential Convergence Rates for SVM. CoRR (2022)
Vivien Cabannes, Alessandro Rudi, Francis R. Bach
Fast rates in structured prediction. CoRR (2021)
Vivien Cabannes, Loucas Pillaud-Vivien, Francis R. Bach, Alessandro Rudi
Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning. NeurIPS (2021)
Vivien Cabannes, Francis R. Bach, Alessandro Rudi
Disambiguation of weak supervision with exponential convergence rates. CoRR (2021)
Vivien Cabannes, Thomas Kerdreux, Louis Thiry
Diptychs of human and machine perceptions. CoRR (2020)
Vivien Cabannes, Alessandro Rudi, Francis R. Bach
Structured Prediction with Partial Labelling through the Infimum Loss. CoRR (2020)
Vivien Cabannes, Alessandro Rudi, Francis R. Bach
Structured Prediction with Partial Labelling through the Infimum Loss. ICML (2020)
Vivien Cabannes
Consistency and Regression with Laplacian regularization in Reproducing Kernel Hilbert Space. CoRR (2020)
Vivien Cabannes, Thomas Kerdreux, Louis Thiry, Tina Campana, Charly Ferrandes
Dialog on a canvas with a machine. CoRR (2019)