Massimo Caccia
13 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (27) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Triple Crown
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Mega-Team · Squad
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Topic Evolution
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Unstoppable · Bronze
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The Questioner
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Keyword Collector
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Century Club · Bronze
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Research topics
Machine Learning
(10)
Learning Types · Machine Learning
(9)
Artificial Intelligence
(8)
Application Areas
(4)
Core AI
(4)
Learning Paradigms
(4)
Computer Vision
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Analysis
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
continual learning
(6)
catastrophic forgetting
(3)
benchmark evaluation
(2)
active learning
(1)
incremental learning
(1)
out-of-distribution generalization
(1)
object detection
(1)
transfer learning
(1)
object counting
(1)
natural language generation
(1)
visual classification
(1)
feature disentanglement
(1)
few-shot learning
(1)
episodic memory
(1)
representation learning
(1)
sequential learning
(1)
maximum likelihood estimation
(1)
layer-wise analysis
(1)
unsupervised learning
(1)
model-agnostic meta-learning
(1)
Papers
GitChameleon 2.0: Evaluating AI Code Generation Against Python Library Version Incompatibilities
ACL 2026
WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?
ICML 2024
WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks
NeurIPS 2024
Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
JMLR 2023
Pretrained Language Model in Continual Learning: A Comparative Study
ICLR 2022
Beyond Trivial Counterfactual Explanations With Diverse Valuable Explanations
ICCV 2021
Continual Learning via Local Module Composition
NeurIPS 2021
Learning where to learn: Gradient sparsity in meta and continual learning
NeurIPS 2021
Language GANs Falling Short
ICLR 2020
Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning
NeurIPS 2020
Online Learned Continual Compression with Adaptive Quantization Modules
ICML 2020
Synbols: Probing Learning Algorithms with Synthetic Datasets
NeurIPS 2020
Online Continual Learning with Maximal Interfered Retrieval
NeurIPS 2019