Alexander Kirillov

21 papers · 2015–2024 · 5 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (39) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🧭 Keyword Pioneer 🗃️ Keyword Collector (79) 📈 Trend Setter 💎 Century Club · Bronze 🔥 Unstoppable · Bronze ⚡ Prolific Year · Productive

Venues

CVPR (11) NeurIPS (4) ICCV (3) ECCV (2) ICLR (1)

Top co-authors

Carsten Rother (7) Ross Girshick (6) Bogdan Savchynskyy (5) Bowen Cheng (4) Piotr Dollár (4) Kaiming He (4) Saining Xie (3) Alexander C. Berg (3) Xinlei Chen (2) Evgeny Levinkov (2)

Research topics

Computer Vision (15) Analysis (12) Machine Learning (9) Processing (9) Deep Learning (6) Core Methods (5) Optimization & Theory (5) Artificial Intelligence (4) Architectures (4) Learning Types (4) Mathematics & Optimization (3) Core AI (3) Optimization (3) Computer Science (2) Foundations (2)

Keywords

instance segmentation (9) semantic segmentation (8) image segmentation (6) panoptic segmentation (5) object detection (3) graphical model (3) self-supervised learning (2) energy minimization (2) diverse labeling (2) vision transformer (1) attention mechanism (1) contrastive learning (1) weakly supervised learning (1) knowledge distillation (1) human pose estimation (1) scene understanding (1) neural architecture search (1) structured prediction (1) scene parsing (1) data augmentation (1)

Papers

R-MAE: Regions Meet Masked Autoencoders ICLR 2024 Segment Anything ICCV 2023 Masked-Attention Mask Transformer for Universal Image Segmentation CVPR 2022 Point-Level Region Contrast for Object Detection Pre-Training CVPR 2022 Pointly-Supervised Instance Segmentation CVPR 2022 SLIP: Self-Supervision Meets Language-Image Pre-training ECCV 2022 TrackFormer: Multi-Object Tracking With Transformers CVPR 2022 Boundary IoU: Improving Object-Centric Image Segmentation Evaluation CVPR 2021 On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness NeurIPS 2021 Per-Pixel Classification is Not All You Need for Semantic Segmentation NeurIPS 2021 End-to-End Object Detection with Transformers ECCV 2020 PointRend: Image Segmentation As Rendering CVPR 2020 Exploring Randomly Wired Neural Networks for Image Recognition ICCV 2019 Panoptic Feature Pyramid Networks CVPR 2019 Panoptic Segmentation CVPR 2019 Global Hypothesis Generation for 6D Object Pose Estimation CVPR 2017 InstanceCut: From Edges to Instances With MultiCut CVPR 2017 Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications CVPR 2017 Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization NeurIPS 2016 Inferring M-Best Diverse Labelings in a Single One ICCV 2015 M-Best-Diverse Labelings for Submodular Energies and Beyond NeurIPS 2015