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Poojan Oza

8 papers · 2019–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

Venues

CVPR (4) ECCV (3) WACV (1)

Top co-authors

Vishal M. Patel (8) Vibashan VS (3) Vishwanath A. Sindagi (2) Shao-Yuan Lo (1) Hien V. Nguyen (1) Vikram Gupta (1) Alejandro Galindo (1) Rajeev Yasarla (1) Sumanth Chennupati (1)

Research topics

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

Keywords

contrastive learning (3) object detection (3) source-free domain adaptation (2) domain generalization (1) transfer learning (1) domain adaptation (1) attention mechanism (1) knowledge distillation (1) unsupervised domain adaptation (1) adversarial training (1) novelty detection (1) semantic correlation (1) reconstruction error (1) open-set recognition (1) unknown class detection (1) extreme value theory (1) video semantic segmentation (1) spatio-temporal contrastive learning (1) online domain adaptation (1) category-aware adaptation (1)

Papers

Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection CVPR 2023 Spatio-Temporal Pixel-Level Contrastive Learning-Based Source-Free Domain Adaptation for Video Semantic Segmentation CVPR 2023 Towards Online Domain Adaptive Object Detection WACV 2023 MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection CVPR 2021 Multiple Class Novelty Detection Under Data Distribution Shift ECCV 2020 Prior-based Domain Adaptive Object Detection for Hazy and Rainy Conditions ECCV 2020 Utilizing Patch-level Category Activation Patterns for Multiple Class Novelty Detection ECCV 2020 C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition CVPR 2019