Denis Shepelev

5 papers · 2024–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AAAI (2) EACL (2) NeurIPS (1)

Top co-authors

Andrey Moskalenko (5) Vlad Shakhuro (5) Andrey Kuznetsov (3) Anton Antonov (3) Daria Pugacheva (2) Andrei Spiridonov (2) Elena Tutubalina (2) Konstantin Soshin (2) Anton Konushin (2) Alexander Krapukhin (2)

Research topics

Artificial Intelligence (3) Computer Vision (3) Machine Learning (3) Core AI (3) Processing (3) Application Areas (2) Learning Types · Machine Learning (2) Deep Learning (1) Architectures (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

interactive segmentation (2) user study (2) adversarial robustness (1) embodied ai (1) promptable segmentation (1) adversarial attack (1) perturbation robustness (1) multimodal large language model (1) robustness evaluation (1) user interaction (1) reasoning segmentation (1) vision language action (1) segmentation model (1) text autoencoder (1) instruction understanding (1) click position (1) adversarial paraphrasing (1) bounding box prompt (1) white-box optimization (1) reinforcement learning (1)

Papers

BREPS: Bounding-Box Robustness Evaluation of Promptable Segmentation AAAI 2026 Bring the Apple, Not the Sofa: Impact of Irrelevant Context in Embodied AI Commands on VLA Models EACL 2026 SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent Space EACL 2026 RClicks: Realistic Click Simulation for Benchmarking Interactive Segmentation NeurIPS 2024 TETRIS: Towards Exploring the Robustness of Interactive Segmentation AAAI 2024