Shihua Huang

4 papers · 2021–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

CVPR (2) AAAI (1) ICCV (1)

Top co-authors

Zhichao Lu (3) Xi SHEN (2) Cheng He (1) Xiaodong Cun (1) Yongjun Yu (1) Haiyang Xie (1) Zheng Wang (1) Xiao Zhou (1) Vishnu Naresh Boddeti (1) Ran Cheng (1)

Research topics

Computer Vision (3) Machine Learning (3) Analysis (3) Deep Learning (2) Artificial Intelligence (1) Application Areas (1) Architectures (1) Core AI (1) Learning Types (1) Optimization & Theory (1) Techniques (1)

Keywords

object detection (3) transformer architecture (1) semantic segmentation (1) adversarial robustness (1) model architecture (1) adversarial training (1) feature representation (1) sensor noise (1) dense prediction (1) residual network (1) matching optimization (1) real-time detection (1) compound scaling (1) pyramid network (1) raw image (1) feature pyramid network (1) neural network (1) mask r-cnn (1) sparse supervision (1) local enhancement (1)

Papers

SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements AAAI 2026 DEIM: DETR with Improved Matching for Fast Convergence CVPR 2025 Revisiting Residual Networks for Adversarial Robustness CVPR 2023 FaPN: Feature-Aligned Pyramid Network for Dense Image Prediction ICCV 2021