Pranjay Shyam

4 papers · 2021–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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

Venues

WACV (2) AAAI (1) CVPR (1)

Top co-authors

Kuk-Jin Yoon (2) Kyung-Soo Kim (2) HyunJin Yoo (2)

Research topics

Computer Vision (4) Processing (4) Deep Learning (3) Architectures (3) Analysis (2) Domain-Specific (2) Machine Learning (1) Application Areas (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

image restoration (3) adverse weather (2) convolutional neural network (2) adversarial learning (1) domain adaptation (1) object detection (1) attention mechanism (1) autonomous driving (1) depth estimation (1) channel attention (1) image dehazing (1) image super-resolution (1) image inpainting (1) perceptual quality (1) thermal imaging (1) blind image restoration (1) blind restoration (1) domain invariance (1) feature pyramid (1) image enhancement (1)

Papers

Lightweight Thermal Super-Resolution and Object Detection for Robust Perception in Adverse Weather Conditions WACV 2024 PAIR: Perception Aided Image Restoration for Natural Driving Conditions WACV 2024 GIQE: Generic Image Quality Enhancement via Nth Order Iterative Degradation CVPR 2022 Towards Domain Invariant Single Image Dehazing AAAI 2021