Hi! PARIS Papers Accepted at ICASSP & ICLR 2025
In April 2025, Hi! PARIS researchers were recognized at two major international conferences in Artificial Intelligence.
From April 6 to 11, the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) highlighted breakthroughs in signal processing, audio, and speech technologies.
Later, from April 24 to 28, the International Conference on Learning Representations (ICLR), the premier gathering for experts advancing the field of representation learning brought together leading minds in machine learning and deep learning. Across both events, 41 research papers by Hi! PARIS-affiliated teams were accepted, underscoring the center’s commitment to cutting-edge, interdisciplinary research in AI and data science.
Congratulations to our researchers!
List of papers accepted at ICASSP and ICLR 2025
| Conference | Title | Hi! PARIS Authors | All Authors |
|---|---|---|---|
| ICLR 2025 | Probabilistic Conformal Prediction with Approximate Conditional Validity | Eric Moulines | Vincent Plassier, Alexander Fishkov, Mohsen Guizani, Maxim Panov, Eric Moulines |
| ICLR 2025 | From Risk to Uncertainty: Generating Predictive Uncertainty Measures via Bayesian Estimation | Eric Moulines | Nikita Kotelevskii, Vladimir Kondratyev, Martin Takáč, Eric Moulines, Maxim Panov |
| ICLR 2025 | Variational Diffusion Posterior Sampling with Midpoint Guidance | Yazid Janati el idrissi, Lisa Bedin, Alain Oliviero Durmus, randal douc, Eric Moulines | Badr MOUFAD, Yazid Janati el idrissi, Lisa Bedin, Alain Oliviero Durmus, randal douc, Eric Moulines, Jimmy Olsson |
| ICLR 2025 | Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson–Romberg Extrapolation | Alain Oliviero Durmus, Eric Moulines | Marina Sheshukova, Denis Belomestny, Alain Oliviero Durmus, Eric Moulines, Aleksei Naumov, Sergey Samsonov |
| ICLR 2025 | Imputation for prediction: beware of diminishing returns | Gael Varoquaux | Marine Le Morvan, Gael Varoquaux |
| ICLR 2025 | Learned Reference-based Diffusion Sampler for Multi-Modal Distributions | Alain Oliviero Durmus | Maxence Noble, Louis Grenioux, Marylou Gabrié, Alain Oliviero Durmus |
| ICLR 2025 | Denoising Levy Probabilistic Models | Alain Oliviero Durmus | Dario Shariatian, Umut Simsekli, Alain Oliviero Durmus |
| ICLR 2025 | Watermark Anything With Localized Messages | Alain Oliviero Durmus | Tom Sander, Pierre Fernandez, Alain Oliviero Durmus, Teddy Furon, Matthijs Douze |
| ICLR 2025 | Building Blocks of Differentially Private Training | Aymeric Dieuleveut | Mahmoud Hegazy, Aymeric Dieuleveut |
| ICLR 2025 | Tailoring Mixup to Data for Calibration | Florence d'Alché-Buc | Quentin Bouniot, Pavlo Mozharovskyi, Florence d'Alché-Buc |
| ICLR 2025 | Restyling Unsupervised Concept Based Interpretable Networks with Generative Models | Florence d'Alché-Buc | Jayneel Parekh, Quentin Bouniot, Pavlo Mozharovskyi, Alasdair Newson, Florence d'Alché-Buc |
| ICLR 2025 | Long-time Asymptotics of Noisy SVGD Outside the Population Limit | Pascal Bianchi | Victor Priser, Pascal Bianchi, Adil Salim |
| ICLR 2025 | Solving Differential Equations with Constrained Learning | Luiz Chamon | Viggo Moro, Luiz Chamon |
| ICLR 2025 | Simple ReFlow: Improved Techniques for Fast Flow Models | Marco Cuturi | Beomsu Kim, Yu-Guan Hsieh, Michal Klein, Marco Cuturi, Jong Chul YE, Bahjat Kawar, James Thornton |
| ICLR 2025 | Controlling Language and Diffusion Models by Transporting Activations | Marco Cuturi | Pau Rodriguez, Arno Blaas, Michal Klein, Luca Zappella, Nicholas Apostoloff, Marco Cuturi, Xavier Suau |
| ICLR 2025 | Disentangled Representation Learning with the Gromov-Monge Gap | Marco Cuturi | Théo Uscidda, Luca Eyring, Karsten Roth, Fabian Theis, Zeynep Akata, Marco Cuturi |
| ICLR 2025 | An Illustrated Guide to Automatic Sparse Differentiation | Guillaume Dalle | Adrian Hill, Guillaume Dalle, Alexis Montoison |
| ICLR 2025 | Towards Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It | Gianni Franchi | Guoxuan Xia, Olivier Laurent, Gianni Franchi, Christos-Savvas Bouganis |
| ICLR 2025 | Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games | Julien Grand-Clément | Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-Wei Lee, Haipeng Luo, Weiqiang Zheng |
| ICLR 2025 | Provable Convergence and Limitations of Geometric Tempering for Langevin Dynamics | Anna Korba, Austin Stromme | Omar Chehab, Anna Korba, Austin Stromme, Adrien Vacher |
| ICLR 2025 | NextBestPath: Efficient 3D Mapping of Unseen Environments | Vincent Lepetit | Shiyao Li, Antoine Guedon, Clémentin Boittiaux, Shizhe Chen, Vincent Lepetit |
| ICLR 2025 | Understanding Virtual Nodes: Oversquashing and Node Heterogeneity | Johannes Lutzeyer | Joshua Southern, Francesco Di Giovanni, Michael Bronstein, Johannes Lutzeyer |
| ICLR 2025 | Restyling Unsupervised Concept Based Interpretable Networks with Generative Models | Pavlo Mozharovskyi, Florence d'Alché-Buc | Jayneel Parekh, Quentin Bouniot, Pavlo Mozharovskyi, Alasdair Newson, Florence d'Alché-Buc |
| ICLR 2025 | Tailoring Mixup to Data for Calibration | Pavlo Mozharovskyi, Florence d'Alché-Buc | Quentin Bouniot, Pavlo Mozharovskyi, Florence d'Alché-Buc |
| ICLR 2025 | AtomSurf: Surface Representation for Learning on Protein Structures | Maks Ovsjanikov | Vincent Mallet, Yangyang Miao, Souhaib Attaiki, Bruno Correia, Maks Ovsjanikov |
| ICLR 2025 | Feature-Based Online Bilateral Trade | Vianney Perchet | Solenne Gaucher, Martino Bernasconi, Matteo Castiglioni, Andrea Celli, Vianney Perchet |
| Conference | Title | Hi! PARIS Authors | All Authors |
| ICASSP 2025 | A Hybrid Model for Weakly-Supervised Speech Dereverberation | Mathieu Fontaine, Gaël Richard | Louis Bahrman, Mathieu Fontaine, Gaël Richard |
| ICASSP 2025 | AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder | Gaël Richard | Samir Sadok, Simon Leglaive, Laurent Girin, Gaël Richard, Xavier Alameda-Pineda |
| ICASSP 2025 | Contrastive Knowledge Distillation for Embedding Refinement in Personalized Speech Enhancement | Mathieu Fontaine, Slim Essid | Thomas Serre, Mathieu Fontaine, Éric Benhaim, Slim Essid |
| ICASSP 2025 | F-STRIPE: Fast Structure-Informed Positional Encoding for Symbolic Music Generation | Gaël Richard | Manvi Agarwal, Changhong Wang, Gaël Richard |
| ICASSP 2025 | Investigating the Sensitivity of Pre-trained Audio Embeddings to Common Effects | Gaël Richard | Victor Deng, Changhong Wang, Gaël Richard, Brian McFee |
| ICASSP 2025 | Learning Source Disentanglement in Neural Audio Codec | Gaël Richard | Xiaoyu Bie, Xubo Liu, Gaël Richard |
| ICASSP 2025 | Masked Latent Prediction and Classification for Self-Supervised Audio Representation Learning | Geoffroy Peeters, Slim Essid | Aurian Quelennec, Pierre Chouteau, Geoffroy Peeters, Slim Essid |
| ICASSP 2025 | Multiple Choice Learning for Efficient Speech Separation with Many Speakers | David Perera, Gaël Richard, Slim Essid | David Perera, François Derrida, Théo Mariotte, Gaël Richard, Slim Essid |
| ICASSP 2025 | O-EENC-SD: Efficient Online End-to-End Neural Clustering for Speaker Diarization | Mathieu Fontaine, Slim Essid | Elio Gruttadauria, Mathieu Fontaine, Jonathan Le Roux, Slim Essid |
| ICASSP 2025 | Perceptual Noise-Masking with Music through Deep Spectral Envelope Shaping | Roland Badeau, Slim Essid | Clémentine Berger, Roland Badeau, Slim Essid |
| ICASSP 2025 | Re-Evaluating Privacy in Centralized and Decentralized Learning: An Information-Theoretical and Empirical Study | Changlong Ji, Stephane Maag | Changlong Ji, Richard Heusdens, Stephane Maag, Qiongxiu Li |
| ICASSP 2025 | Standardization Status of MPEG Video-based Dynamic Mesh Coding (V-DMC) | Marius Preda | Wenjie Zou, Shizhuo Zhang, Fuzheng Yang, Marius Preda |
| ICASSP 2025 | Targeted Data Poisoning for Black-Box Audio Datasets Ownership Verification | El-Mahdi El-Mhamdi | Wassim Wes Bouaziz, El-Mahdi El-Mhamdi, Nicolas Usunier |
| ICASSP 2025 | Twenty-Five Years of MIR Research: Achievements, Practices, Evaluations, and Future Challenges | Geoffroy Peeters | Geoffroy Peeters, Zafar Rafii, Magdalena Fuentes, Zhiyao Duan, Emmanouil Benetos, Juhan Nam, Yuki Mitsufuji |
| ICASSP 2025 | Zero-shot Musical Stem Retrieval with Joint-Embedding Predictive Architectures | Geoffroy Peeters | Alain Riou, Antonin Gagneré, Gaëtan Hadjeres, Stefan Lattner, Geoffroy Peeters |