Meng Tian

6 papers · 2020–2026 · 5 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 · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

WACV (2) AAAI (1) CVPR (1) ECCV (1) ICCV (1)

Top co-authors

Dechang Zhu (3) Xinhai Zhao (3) Jiangtong Zhu (3) Yue Li (2) Zhiwei Xiong (2) Zhenyu Lin (2) Pei Xu (1) Gim Hee Lee (1) Yanze Li (1) Xiaosong Jia (1)

Research topics

Artificial Intelligence (5) Core AI (5) Deep Learning (2) Computer Vision (1) Natural Language Processing (1) Applications (1) Architectures (1) Domain-Specific (1) Models (1)

Keywords

autonomous driving (3) vision-language model (3) benchmark evaluation (1) decision making (1) visual question answering (1) chain-of-thought reasoning (1) medical report generation (1) visual explanation (1) 3d object detection (1) deep neural network (1) large vision-language model (1) autoregressive decoding (1) trajectory planning (1) fine-grained evaluation (1) corner case (1) interpretable self-driving (1) retinal disease identification (1) motion planning (1) clinical description generator (1) reinforcement learning (1)

Papers

Drive-R1: Bridging Reasoning and Planning in VLMs for Autonomous Driving with Reinforcement Learning AAAI 2026 Percept-WAM: Perception-Enhanced World-Awareness-Action Model for Robust End-to-End Autonomous Driving CVPR 2026 Automated Evaluation of Large Vision-Language Models on Self-Driving Corner Cases WACV 2025 Fine-Grained Evaluation of Large Vision-Language Models in Autonomous Driving ICCV 2025 DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation WACV 2021 Shape Prior Deformation for Categorical 6D Object Pose and Size Estimation ECCV 2020