conftrace_

Mihalis Nicolaou

4 papers · 2022–2024 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (1) ICML (1) NAACL (1) NIPS (1)

Top co-authors

Yannis Panagakis (4) James Oldfield (2) Ioannis Patras (2) Christos Tzelepis (2) Panagiotis Koromilas (1) Christos Papadopoulos (1) Manolis Koubarakis (1) Theodoros Giannakopoulos (1) Giorgos Bouritsas (1)

Keywords

representation learning (1) multi-task learning (1) disentangled representation (1) vision-language model (1) parameter efficiency (1) weight factorization (1) parts of speech (1)

Papers

Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses ICML 2024 Parts of Speech–Grounded Subspaces in Vision-Language Models NIPS 2023 PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs ICLR 2023 Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT NAACL 2022