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Aviv Navon

13 papers · 2021–2026 · 5 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

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+10 more ↓ πŸ—ΊοΈ Taxonomy Completionist (31) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🌱 Topic Pioneer 🀝 Dynamic Duo (11) 🧬 Topic Evolution πŸ‘‘ Triple Crown πŸ† Grand Slam ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (72)

Venues

ICML (7) ICLR (2) Interspeech (2) AAAI (1) NeurIPS (1)

Top co-authors

Ethan Fetaya (11) Aviv Shamsian (11) Gal Chechik (10) Idan Achituve (5) Haggai Maron (5) Neta Glazer (4) Joseph Keshet (3) Gill Hetz (2) Kenji Kawaguchi (2) Yael Segal-Feldman (2)

Research topics

Machine Learning (8) Deep Learning (7) Artificial Intelligence (6) Core Methods (5) Learning Types Β· Deep Learning (4) Learning Types Β· Machine Learning (4) Optimization & Theory (4) Mathematics & Optimization (3) Architectures (3) Core AI (3) Learning Paradigms (3) Optimization (3) Speech & Audio (2) Application Areas (2) Bayesian & Probabilistic (1)

Keywords

multi-task learning (4) bargaining game (2) automatic speech recognition (2) deep kernel learning (2) gaussian process (2) game theory (1) variational inference (1) contrastive learning (1) flow matching (1) task balancing (1) few-shot learning (1) keyword spotting (1) incremental learning (1) parameter sharing (1) implicit differentiation (1) gradient optimization (1) communication efficiency (1) acoustic representation (1) self-supervised learning (1) representation learning (1)

Papers

Beyond Transcription: Mechanistic Interpretability in ASR AAAI 2026 FlowTSE: Target Speaker Extraction with Flow Matching Interspeech 2025 Equivariant Deep Weight Space Alignment ICML 2024 Improved Generalization of Weight Space Networks via Augmentations ICML 2024 Keyword-Guided Adaptation of Automatic Speech Recognition Interspeech 2024 Auxiliary Learning as an Asymmetric Bargaining Game ICML 2023 Equivariant Architectures for Learning in Deep Weight Spaces ICML 2023 Multi-Task Learning as a Bargaining Game ICML 2022 Auxiliary Learning by Implicit Differentiation ICLR 2021 GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning ICML 2021 Learning the Pareto Front with Hypernetworks ICLR 2021 Personalized Federated Learning using Hypernetworks ICML 2021 Personalized Federated Learning With Gaussian Processes NeurIPS 2021