María A. Bravo PhD Student Computer Vision Lab Department of Computer Science University of Freiburg Germany Office location: Georges-Köhler-Allee, building 052, 2nd floor, room 01-022 79110 Freiburg Phone: +49 761-203-8274 E-Mail:

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Research Interests

• Vision-Language Understanding: Integration of visual and linguistic information for multimodal reasoning.
• Open-Vocabulary Recognition: Recognition of objects and attributes beyond predefined categories, including fine-grained attributes like color, texture, and material.
• Human-Aligned AI: Development of AI systems that align with human preferences for improved interaction and collaboration, including building user studies to validate this alignment.
• AI Generation: Advancing image and text generation, with a focus on aligning both modalities effectively.
• Weakly-Supervised and Multimodal Learning: Leveraging weakly supervised learning for grounding visual and textual data.
• Semantic Segmentation: Developing techniques for pixel-level classification in images and videos.
• Video Object Segmentation: Advancing the segmentation of objects in dynamic video content.
• Biomedical Image Processing: Applying AI techniques to analyze and interpret medical images.

Projects

• TIAlign Text-Image Concept Human Alignment (WiML NeurIPS Workshop 2024 - Best poster award TWiML 2024)
• oVQA: Open-ended Visual Question Answering (Spotlight ICLR 2024)
• OVAD: Open-vocabulary Attribute Detection Dataset and Benchmark (CVPR 2023)
• LocOV: Localized Vision-Language Matching for Open-vocabulary Object Detection (GCPR 2022)

Reviewing Activities

    • 2024 NeurIPS Dataset and Benchmark

    • 2023 NeurIPS Dataset and Benchmark Top Reviewer

    • 2023 TPAMI

    • 2022 NeurIPS Dataset and Benchmark Outstanding Reviewer

    • 2022 TPAMI