Articles by Lucas Caccia

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Lucas Caccia

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Gistify! Codebase-Level Understanding via Runtime Execution

30 October 2025 by Hyunji Lee and others

Computation and Language, Artificial Intelligence

BugPilot: Complex Bug Generation for Efficient Learning of SWE Skills

28 October 2025 by Atharv Sonwane and others

Software Engineering, Artificial Intelligence

Training Plug-n-Play Knowledge Modules with Deep Context Distillation

8 August 2025 by Lucas Caccia and others

Machine Learning, Artificial Intelligence

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment

21 May 2025 by Jean-Philippe Corbeil and others

Computation and Language, Artificial Intelligence

debug-gym: A Text-Based Environment for Interactive Debugging

27 March 2025 by Xingdi Yuan and others

Artificial Intelligence, Computation and Language

Generative Modeling of Individual Behavior at Scale

20 February 2025 by Nabil Omi and others

Machine Learning

A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning

13 August 2024 by Prateek Yadav and others

Machine Learning, Artificial Intelligence

Guiding Language Model Reasoning with Planning Tokens

6 August 2024 by Xinyi Wang and others

Computation and Language, Artificial Intelligence

Towards Modular LLMs by Building and Reusing a Library of LoRAs

18 May 2024 by Oleksiy Ostapenko and others

Machine Learning, Computation and Language

Multi-Head Adapter Routing for Cross-Task Generalization

13 November 2023 by Lucas Caccia and others at

Microsoft Research

Artificial Intelligence

Guiding The Last Layer in Federated Learning with Pre-Trained Models

6 November 2023 by Gwen Legate and others at

McGill University

Machine Learning, Artificial Intelligence

Re-Weighted Softmax Cross-Entropy to Control Forgetting in Federated Learning

11 April 2023 by Gwen Legate and others

Machine Learning, Artificial Intelligence

Building a Subspace of Policies for Scalable Continual Learning

28 February 2023 by Jean-Baptiste Gaya and others

Machine Learning, Artificial Intelligence

New Insights on Reducing Abrupt Representation Change in Online Continual Learning

21 April 2022 by Lucas Caccia and others

Machine Learning, Artificial Intelligence

On Anytime Learning at Macroscale

25 October 2021 by Lucas Caccia and others

Machine Learning, Computer Vision and Pattern Recognition

SPeCiaL: Self-Supervised Pretraining for Continual Learning

16 June 2021 by Lucas Caccia and Joelle Pineau

Computer Vision and Pattern Recognition, Machine Learning

Decoupled Greedy Learning of CNNs for Synchronous and Asynchronous Distributed Learning

11 June 2021 by Eugene Belilovsky and others

Machine Learning, Distributed, Parallel, and Cluster Computing

Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning

10 July 2020 by Massimo Caccia and others

Artificial Intelligence, Machine Learning

Online Learned Continual Compression with Adaptive Quantization Modules

12 March 2020 by Lucas Caccia and others

Machine Learning, Computer Vision and Pattern Recognition

Online Continual Learning with Maximally Interfered Retrieval

23 August 2019 by Rahaf Aljundi and others

Machine Learning

Recurrent Value Functions

23 May 2019 by Pierre Thodoroff and others

Machine Learning

Deep Generative Modeling of LiDAR Data

17 December 2018 by Lucas Caccia and others

Computer Vision and Pattern Recognition

Language GANs Falling Short

7 November 2018 by Massimo Caccia and others

Computation and Language, Machine Learning

Topics

Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition Computation and Language Distributed, Parallel, and Cluster Computing