Lucas Caccia
6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
ICLR (3)
ICML (2)
ACL (1)
Top co-authors
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