The 4^th IEEE Workshop On AI Hardware: Test, Reliability And Security (AI-TREATS) held on May 23^th and 24^th 2024 was a great success!

The event, co-located with the 29th IEEE European Test Symposium, explored the recent advances in edge AI under the aspects of security, trust and testing. The workshop gathered many researchers with 15 presented papers, and a keynote by Prof. Yanjing Li (University of Chicago, USA).

On the opening day, Alain Pagani participated to a Panel Discussion about Networks of Excellence on Edge AI in Europe. Together with Mateo Sonza Reorda (Politecnico di Torino Italy, FAIR project) and Ovidiu Vermesan (SINTEF, Norway, EdgeAI project), he could present dAIEDGE  and the main aspects of the Network of Excellence on Edge AI.

The workshop chaired by Annachiara Ruospo (Politecnico di Torino, Italy) and Haralampos Stratigopoulos (Sorbonne Universtié, France) was co-sponsored and co-organised by FAIR, dAIEDGE and EdgeAI

Many thanks to the all participants!

We are proud to announce that the researchers of the department Augmented Vision will present 6 papers at the upcoming CVPR conference taking place Mon Jun 17th through Fri Jun 21st, 2024 at the Seattle Convention Center, Seattle, USA.

The CVPR conference is the premier international conference in computer vision and pattern recognition.

The 6 papers are:

MiKASA: Multi-Key-Anchor Scene-Aware Transformer for 3D Visual Grounding
Chun-Peng Chang, Shaoxiang Wang, Alain Pagani, Didier Stricker

HiPose: Hierarchical Binary Surface Encoding and Correspondence Pruning for RGB-D 6DoF Object Pose Estimation
Yongliang Lin, Yongzhi Su, Praveen Nathan, Sandeep Inuganti, Yan Di, Martin Sundermeyer, Fabian Manhardt, Didier Stricker, Jason Rambach, Yu Zhang

SG-PGM: Partial Graph Matching Network with Semantic Geometric Fusion for 3D Scene Graph Alignment and Its Downstream Tasks
Yaxu Xie, Alain Pagani, Didier Stricker

Sparse Semi-Detr: Sparse Learnable Queries for Semi-Supervised Object Detection
Tahira Shehzadi, Khurram Azeem Hashmi, Didier Stricker, Muhammad Zeshan Afzal

CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention
Mohammad Sadil Khan, Elona Dupont, Sk Aziz Ali, Kseniya Cherenkova, Anis Kacem, Djamila Aouada

EventEgo3D: 3D Human Motion Capture from Egocentric Event Streams
Christen Millerdurai, Hiroyasu Akada, Jian Wang, Diogo Luvizon, Christian Theobalt, Vladislav Golyanik

Congratulations to the authors for this great achievement!

We are happy to announce that the Augmented Vision group presented 2 papers in the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) that took place from the 4^th -8^th January 2024 in Waikoloa, Hawaii.

Homepage: https://wacv2024.thecvf.com/   

The 2 accepted papers are:

1. Single Frame Semantic Segmentation Using Multi-Modal Spherical Images
   • Suresh Guttikonda, Jason Raphael Rambach
2. SphereCraft: A Dataset for Spherical Keypoint Detection, Matching and Camera Pose Estimation
   • Christiano Couto Gava, Yunmin Cho, Federico Raue, Sebastian Palacio, Alain Pagani, Andreas Dengel

Contact: Dr. Jason Rambach, Dr. Alain Pagani