A running list of papers, talks, projects, and other things I've been doing. Subscribe by RSS.
Extended work on IK-GAT published in Open Research Europe
Amortized Inverse Kinematics via Graph Attention for Real-time Human Avatar Animation was published in Open Research Europe as an open-access paper on graph attention networks for inverse kinematics, extending our work presented at the Symposium on Computer Animation 2026.
IK-GAT poster presented at Symposium on Computer Animation 2026 in Barcelona, Spain
Presented our extended abstract on avatar animation from skeletal motion as a poster at the Symposium on Computer Animation 2026, held in Barcelona, Spain, from 8-10 July 2026. The symposium is supported by the Eurographics Association and the ACM SIGGRAPH organization, and the poster is available on the project page.
SIMSPINE poster presented at CVPR 2026 in Denver, CO, USA
SIMSPINE: A Biomechanics-Aware Simulation Framework for 3D Spine Motion Annotation and Benchmarking was presented at the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2026 in Denver, Colorado, United States, from June 3 to June 7, 2026. The project page includes the paper, dataset, and code resources.
SIMSPINE accepted at CVPR 2026 for 3D spine motion annotation and benchmarking
SIMSPINE: A Biomechanics-Aware Simulation Framework for 3D Spine Motion Annotation and Benchmarking was accepted at the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2026 and will be presented in Denver, Colorado, United States, from June 3 to June 7, 2026. The project page includes the paper, dataset, and code resources.
PoseAdapt accepted at WACV 2026 for continual learning in human pose estimation
PoseAdapt: Sustainable Human Pose Estimation via Continual Learning Benchmarks and Toolkit was accepted at WACV 2026 and will be presented in Tucson, Arizona, United States, from March 6 to March 10, 2026. The project page includes the paper, benchmark details, and code.
SpinePose accepted at CVSports, CVPR 2025 for unconstrained 2D human spine pose estimation
Towards Unconstrained 2D Pose Estimation of the Human Spine was accepted to the CVSports workshop at CVPR 2025 and was presented in Nashville, Tennessee, United States, from June 11 to June 15, 2025.
Classroom-Inspired Multi-mentor Distillation accepted at Intelligent Systems Conference 2025
Classroom-Inspired Multi-mentor Distillation with Adaptive Learning Strategies was accepted at the 11th Intelligent Systems Conference 2025, held in Amsterdam, The Netherlands, from August 28 to August 29, 2025.
SituationalLLM published in Open Research Europe for scene-aware proactive language models
SituationalLLM: Proactive Language Models with Scene Awareness for Dynamic, Contextual Task Guidance was published in Open Research Europe as an open-access paper on proactive, scene-aware language models.
Shape2.5D dataset paper published in IEEE Access for depth and normals estimation
Shape2.5D: A Dataset of Texture-less Surfaces for Depth and Normals Estimation was published in IEEE Access and is available as an open-access paper on IEEE Xplore.
Student project opportunity in human image generation for Winter Semester 2024/25
Open student project opportunity focused on human image generation for Winter Semester 2024/25, with collaboration details available on the collaboration page.
Enhanced Bank Check Security published at DAS Workshop, ICDAR 2024
Enhanced Bank Check Security: Introducing a Novel Dataset and Transformer-Based Approach for Detection and Verification was presented as a poster in the DAS workshop at ICDAR 2024.
CICA accepted at ICDAR 2024 for zero-shot document image classification
CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification was accepted for oral presentation at ICDAR 2024 in Athens, Greece, from August 30 to September 4, 2024.
Student seminar and project opportunities in gait recognition and controllable human image generation
Archived call for Winter Semester 2024/25 covering two seminar topics and one student project in gait recognition and controllable human image generation.
Student project opportunities in active learning and skeleton-agnostic pose estimation
Archived call for Winter Semester 2023/24 with student project opportunities in active learning and skeleton-agnostic human pose estimation.
Student opportunities in mobile-efficient human pose estimation, NAS, and knowledge distillation
Archived call for Summer Semester 2023 featuring two seminars and two projects on mobile-optimized neural networks, neural architecture search, and knowledge distillation for human pose estimation.