Sparsh Garg

5 papers · 2022–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

CVPR (3) ECCV (1) ICCV (1)

Top co-authors

Manmohan Chandraker (3) Samuel Schulter (2) Jong-Chyi Su (2) Bingbing Zhuang (2) Mingfu Liang (2) Yi-Hsuan Tsai (2) Ying Wu (2) Yuliang Guo (1) S. Mahdi H. Miangoleh (1) Inkyu Shin (1)

Research topics

Computer Vision (4) Machine Learning (3) Analysis (3) Deep Learning (2) Application Areas (2) Domain-Specific (2) Learning Types · Machine Learning (2) Generation (1) Learning Types · Deep Learning (1) Models (1)

Keywords

autonomous driving (2) domain adaptation (1) object detection (1) video generation (1) multimodal learning (1) test-time adaptation (1) pseudo labeling (1) diffusion model (1) vision-language model (1) zero-shot generalization (1) autonomous vehicle (1) scene generation (1) pseudo label (1) pseudo-label generation (1) geometric consistency (1) open-world detection (1) 3d semantic segmentation (1) large language model (1) metric depth estimation (1) equirectangular projection (1)

Papers

AutoScape: Geometry-Consistent Long-Horizon Scene Generation ICCV 2025 Depth Any Camera: Zero-Shot Metric Depth Estimation from Any Camera CVPR 2025 AIDE: An Automatic Data Engine for Object Detection in Autonomous Driving CVPR 2024 Learning Semantic Segmentation from Multiple Datasets with Label Shifts ECCV 2022 MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation CVPR 2022