A paper from DFKI Augmented Vision department was presented at the 11th Intelligent Systems Conference 2025 in Amsterdam, Netherlands that took place from Aug 28 – 29, 2025.
Classroom-Inspired Multi-Mentor Distillation with Adaptive Learning Strategies
Shalini Sarode*, Muhammad Saif Ullah Khan*, Tahira Shehzadi, Didier Stricker, Muhammad Zeshan Afzal (* Equal contribution)
IntelliSys-2025
PDF: https://www.dfki.de/fileadmin/user_upload/import/15805_2409.20237v2.pdf
The researchers of the department Augmented Vision have presented 4 papers at WACV 2025 conference taking place Feb 28 – Mar 4, 2025 in Tucson, Arizona, USA.
The IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) one of the three major Computer Vision conferences organized by TCPAMI.
The 4 papers are:
“Uni-SLAM: Uncertainty-Aware Neural Implicit SLAM for Real-Time Dense Indoor Scene Reconstruction” Shaoxiang Wang, Yaxu Xie, Chun-Peng Chang, Christen Millerdurai, Alain Pagani, Didier Stricker
“Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation”, Niharika Hegde, Shishir Muralidhara, René Schuster, Didier Stricker
“AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve Privacy”, Katharina Bendig, René Schuster, Nicole Thiemer, Karen Joisten, Didier Stricker
“Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection”, Khurram Azeem Hashmi, Talha Uddin Sheikh, Didier Stricker, Muhammad Zeshan Afzal
Congratulations to the authors for this great achievement!
Contact: Alain Pagani, René Schuster, Zeshan Afzal
Contact: Alain Pagani, René Schuster, Zeshan Afzal
We are glad to announce that our paper, Text2CAD: Generating Sequential CAD Models from Beginner-to-Expert Level Text Prompts has been accepted as a spotlight presentation at the Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS) 2024. The project page is available here. Our research introduces the first AI framework to generate sequential CAD designs from text prompts that include numerical parameters. We look forward to presenting our work in Vancouver, Canada.
Contact: muhammad_zeshan.afzal@dfki.de , mohammad.khan@dfki.de
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!
