Skip to content
conftrace_

Antonio Carta

4 papers · 2017–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓
🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint

Venues

ICCV (1) ICML (1) JMLR (1) SemEval (1)

Top co-authors

Oya Celiktutan (1) Lorenzo Pellegrini (1) Edoardo Cetin (1) Hamed Hemati (1) Andrea Madotto (1) Ludovica Pannitto (1) Andrea Cossu (1) Vincenzo Lomonaco (1) Giuseppe Attardi (1) Edoardo Urettini (1)

Research topics

Machine Learning (3) Deep Learning (2) Learning Types (2) Artificial Intelligence (1) Architectures (1) Learning Paradigms · Artificial Intelligence (1) Learning Paradigms · Machine Learning (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1)

Keywords

continual learning (2) catastrophic forgetting (1) transfer learning (1) fisher information matrix (1) deep neural network (1) second-order information (1) incremental training (1) memory-based learning (1) kl-divergence constraint (1) dynamic architecture (1) forward transfer (1) backward transfer (1) continual setting (1) k-fac approximation (1) replay data (1)

Papers

Online Curvature-Aware Replay: Leveraging $\mathbf2^nd$ Order Information for Online Continual Learning ICML 2025 A Simple Recipe to Meta-Learn Forward and Backward Transfer ICCV 2023 Avalanche: A PyTorch Library for Deep Continual Learning JMLR 2023 FA3L at SemEval-2017 Task 3: A ThRee Embeddings Recurrent Neural Network for Question Answering SemEval 2017