Nadine Chang

6 papers · 2021–2026 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) ❓ The Questioner

Venues

CVPR (4) ICML (1) WACV (1)

Top co-authors

Jose M. Alvarez (5) Maying Shen (3) Zhiding Yu (3) Jenny Schmalfuss (2) Vibashan VS (2) Hongdong Li (1) Xiaohui Jiang (1) Min Shi (1) Chuong Nguyen (1) Tolga Dimlioglu (1)

Research topics

Artificial Intelligence (5) Core AI (5) Computer Vision (2) Machine Learning (2) Domain-Specific (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Learning Types (1) Models (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

multimodal large language model (2) vision-language model (2) object detection (1) autonomous driving (1) visual grounding (1) instance segmentation (1) data selection (1) spurious correlation (1) counterfactual reasoning (1) hallucination mitigation (1) data efficiency (1) constrained decoding (1) hallucination detection (1) long-tailed distribution (1) prompt sensitivity (1) 3d perception (1) 3d understanding (1) prompt variation (1) consistency evaluation (1) large language model (1)

Papers

GHOST: Getting to the Bottom of Hallucinations with A Multi-round Consistency Benchmark WACV 2026 Mitigating Multimodal Hallucinations via Gradient-based Self-Reflection CVPR 2026 Scaling-Aware Data Selection for End-to-End Autonomous Driving Systems CVPR 2026 OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning CVPR 2025 PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models CVPR 2025 Image-Level or Object-Level? A Tale of Two Resampling Strategies for Long-Tailed Detection ICML 2021