Ali Athar

7 papers · 2020–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18)

Venues

CVPR (3) WACV (2) CoRL (1) ECCV (1)

Top co-authors

Bastian Leibe (5) Deva Ramanan (3) Jonathon Luiten (3) Alexander Hermans (2) Sabarinath Mahadevan (2) Enxu Li (1) Raquel Urtasun (1) Achal Dave (1) Sergio Casas (1) Paul Voigtlaender (1)

Research topics

Computer Vision (6) Analysis (5) Processing (5) Deep Learning (4) Machine Learning (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Architectures (2) Core AI (2) Learning Types · Deep Learning (2) Core Methods (1) Domain-Specific (1)

Keywords

video object segmentation (4) semantic segmentation (4) video understanding (3) video segmentation (2) object tracking (2) image captioning (1) video instance segmentation (1) instance segmentation (1) multi-object tracking (1) object segmentation (1) benchmark dataset (1) multimodal large language model (1) multimodal fusion (1) temporal consistency (1) semantic correspondence (1) lidar point cloud (1) 3d convolution (1) scene context (1) phrase grounding (1) dilated convolution (1)

Papers

ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation CVPR 2025 4D-Former: Multimodal 4D Panoptic Segmentation CoRL 2023 BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video WACV 2023 TarViS: A Unified Approach for Target-Based Video Segmentation CVPR 2023 D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos WACV 2022 HODOR: High-Level Object Descriptors for Object Re-Segmentation in Video Learned From Static Images CVPR 2022 STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos ECCV 2020