Lucas Caccia

6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (10)

Conferences

ICLR (3) ICML (2) ACL (1)

Top co-authors

Joelle Pineau (3) Eugene Belilovsky (2) Alessandro Sordoni (2) Laurent Charlin (2) Massimo Caccia (2) Thang Doan (1) Edoardo Ponti (1) Amin Dada (1) Thomas Lin (1) Jens Kleesiek (1)

Keywords

direct preference optimization (1) model merging (1) synthetic data generation (1) instruction tuning (1) episodic memory (1) synthetic datum (1) supervised fine-tuning (1) adaptive quantization (1) clinical natural language processing (1) small language model (1) clinical nlp (1) online continual compression (1) discrete auto-encoder (1) non-i.i.d data stream (1)

Papers

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025

Towards Modular LLMs by Building and Reusing a Library of LoRAs ICML 2024

Building a Subspace of Policies for Scalable Continual Learning ICLR 2023

New Insights on Reducing Abrupt Representation Change in Online Continual Learning ICLR 2022

Language GANs Falling Short ICLR 2020

Online Learned Continual Compression with Adaptive Quantization Modules ICML 2020