Human action transfer based on 3D model reconstruction
Published in AAAI, 2019
This work aims to transfer human action from the source person to the target person using 3D reconstruction.
Posts by Collection
publications
Cross-domain Open-world Discovery
Published in ICML, 2024
This work CROW is a cross-domain open-world discovery method that enables automatic assignment of samples to seen classes and discovery of novel classes under a domain shift. CROW introduces a cluster-then-match strategy enabled by a well-structured representation space of foundation models.
With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You.
Published in NeurIPS, 2025
STRUCTURE is a framework for building multimodal models in low-data regimes by aligning frozen unimodal foundation models, enabling strong performance on zero-shot classification and retrieval tasks. It introduces a simple, plug-and-play regularization technique that preserves the geometric structure of each modality’s latent space and aligns layers with the highest representational similarity across modalities.
Single-cell phenomics through integrated imaging and molecular profiling
Published in bioRxiv, 2025
IRIS (Interconnected Robotic Imaging and Single-cell transcriptomics) is a deterministic single-cell platform that couples high-resolution microscopy with droplet-based single-cell RNA-seq to capture multimodal images and matched transcriptomes from the same cell, directly linking morphology to gene expression.
Generative Modeling Reveals the Connection between Cellular Morphology and Gene Expression
Published in bioRxiv, 2026
COSMIC (Cross-modal generation between Single-cell RNA-seq and MICroscopy images) is a bidirectional generative framework that quantitatively links single-cell nuclear morphology and gene expression.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
CS-442: Computer Vision
Master course, EPFL, 2021
Student teaching assistant.
CS-502: Deep Learning in Biomedicine
Master course, EPFL, 2023
Head Teaching Assistant. Received the EPFL 2023 Best TA award.
CS-250: Algorithms I
Bachelor course, EPFL, 2024
Student teaching assistant.