Publications

Fake or Compromised? Making Sense of Malicious Clients in Federated Learning

Hamid Mozaffari, Sunav Choudhary, Amir Houmansadr

BOTracle: A framework for Discriminating Bots and Humans

Jan Kadel, August See, Ritwik Sinha, Mathias Fischer

PDFed: Privacy-Preserving and Decentralized Asynchronous Federated Learning for Diffusion Models

Kar Balan, Andrew Gilbert, John Collomosse

Best paper award

SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis

Hanrong Ye, Jason Kuen, Qing Liu, Zhe Lin, Brian Price, Dan Xu

SPIN: Hierarchical Segmentation with Subpart Granularity in Natural Images

Josh Myers-dean, Jarek Reynolds, Brian Price, Yifei Fan, Danna Gurari

Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models

Minh Van Nguyen, Franck Dernoncourt, David Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Nguyen

FlexDoc: Flexible Document Adaptation through Optimizing both Content and Layout

Yue Jiang, Christof Lutteroth, Rajiv Jain, Chris Tensmeyer, Varun Manjunatha, Wolfgang Stuerzlinger, Vlad Morariu

ControlMat: Controlled Generative Approach to Material Capture

Giuseppe Vecchio, Rosalie Martin, Arthur Roullier, Adrien Kaiser, Romain ROUFFET, Valentin Deschaintre, Tamy Boubekeur

AI & Machine Learning Computer Vision, Imaging & Video Graphics (2D & 3D)

Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation

Ke Chen, Jiaqi Su, Taylor Berg-Kirkpatrick, Shlomo Dubnov, Zeyu Jin

KaPQA: Knowledge-Augmented Product Question-Answering

Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang, Karishma Bagga, David Seunghyun Yoon, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt