Avi Mendelson

7 papers · 2021–2026 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) WACV (2) AAAI (1) ACL (1) JMLR (1)

Top co-authors

Chaim Baskin (4) Yaniv Nemcovsky (4) Rom Himelstein (2) Alex M. Bronstein (2) Amit Levi (2) Evgenii Zheltonozhskii (2) Nate Rothschild (1) Liran Cohen (1) Ron Banner (1) Moshe Kimhi (1)

Research topics

Artificial Intelligence (5) Machine Learning (4) Core AI (4) Deep Learning (3) Application Areas (2) Learning Types · Deep Learning (2) Computer Vision (1) Architectures (1) Core Methods (1) Domain-Specific (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Processing (1)

Keywords

large language model (2) representation learning (2) safety alignment (2) model selection (1) noisy label learning (1) bias detection (1) image reconstruction (1) machine unlearning (1) adversarial attack (1) language model (1) foundation model (1) latent space (1) self-supervised pretraining (1) jailbreak attack (1) image deraining (1) feature extractor (1) fairness evaluation (1) linear operator (1) activation steering (1) activation space (1)

Papers

R3: Reconstruction, Raw, and Rain: Deraining Directly in the Bayer Domain WACV 2026 REMIND: Memorization and Unlearning in LLMs Through the Lens of Input Loss Landscapes ACL 2026 Silenced Biases: The Dark Side LLMs Learned to Refuse AAAI 2026 Jailbreak Attack Initializations as Extractors of Compliance Directions EMNLP 2025 Representing LLMs in Prompt Semantic Task Space EMNLP 2025 Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels WACV 2022 CAT: Compression-Aware Training for bandwidth reduction JMLR 2021