JG
Juergen Gall
cs.CVcs.LGcs.AIcs.ROeess.IVcs.HCAlgorithmsAction RecognitionArtificial IntelligenceBeta vulgaris
On Valency
published · living versionsW_vg2pnuzf·v1 · currentpublished
Still image and spatial-temporal tomato data enabling detection, segmentation, tracking, and video-instance segmentation using strong and weak labels
with Michael Halstead, Esra Guclu, Mohamed Farag, Enrico Pallotta +5
1 version
W_bu77s7mv·v1published
Preprints & journals
164 papers in the corpus · 2010–2026MorphCL: Morphological Contrastive Learning for Inertial-based Human Activity Recognition2610.10245v1 · Marius Bock, Yuwei Zhang, Juergen Gall et al.2026 · 0 citationsarXiv
Generative Uncertainty as a Self-supervised Signal for Semantic Similarity Learning2609.35341v1 · Enrico Pallotta, Sina Raoufi, Lars Doorenbos et al.2026 · 0 citationsarXiv
Distributed Hydrological Modeling in the Feature Space2609.32971v1 · Mohamad Hakam Shams Eddin, Maria Luisa Taccari, Yikui Zhang et al.2026 · 0 citationsarXiv
Where Compute Matters: Heterogeneous Attention for Efficient Video Diffusion2609.31050v1 · Olga Zatsarynna, Denis Korzhenkov, Juergen Gall et al.2026 · 0 citationsarXiv
Post-Training VLMs for Video Mistake Detection2608.28406v1 · Federico Spurio, Olga Zatsarynna, Lars Doorenbos et al.2026 · 0 citationsarXiv
Multi-Person Human Motion Forecasting in Complex Scenes2608.27039v1 · Serdar Ozsoy, Lars Doorenbos, Juergen Gall2026 · 0 citationsarXiv
Rethinking Expressivity and Efficiency in Test-Time Training2608.21308v2 · Zeyun Zhong, Joya Chen, Manuel Martin et al.2026 · 0 citationsarXiv
ContactFlow: A video action conditioning that transfers across embodiments2607.26579v1 · Sami Azirar, Enrico Pallotta, Jan Nogga et al.2026 · 0 citationsarXiv
Forecasting the Number of Harvest-ready Fruits of Sweet Peppers Using Multimodal Time-Series Data2607.19975v1 · Enrico Pallotta, Mohamed Farag, Esra Guclu et al.2026 · 0 citationsarXivon Valency
Still image and spatial-temporal tomato data enabling detection, segmentation, tracking, and video-instance segmentation using strong and weak labels2607.14934v1 · Michael Halstead, Esra Guclu, Mohamed Farag et al.2026 · 0 citationsarXivon Valency
Learning Probabilistic Embeddings for Unsupervised Action Segmentation2607.05263v1 · Shuai Li, Duc Manh Vu, Juergen Gall2026 · 0 citationsarXiv
Modality-Aware Out-of-Distribution Detection for Multi-Modal Action Recognition2606.24404v1 · Lars Doorenbos, Duc Manh Vu, Serdar Ozsoy et al.2026 · 0 citationsarXiv
The Unreasonable Effectiveness of VLMs for Zero-shot Procedural Mistake Detection2606.21579v1 · Serdar Ozsoy, Lars Doorenbos, Federico Spurio et al.2026 · 0 citationsarXiv
Constrained hybrid modelling to predict microbial dynamics and organic matter turnover in soil systems2606.20329v1 · Paul Collart, Juergen Gall, Andrea Schnepf et al.2026 · 0 citationsarXiv
FlowNar: Scalable Streaming Narration for Long-Form Videos2606.00620v1 · Zeyun Zhong, Manuel Martin, Chengzhi Wu et al.2026 · 0 citationsarXiv
Self-Intersection-Aware 3D Human Motion Generation Using an Efficient Human Sphere Proxy2605.26744v1 · Pascal Herrmann, Maarten Bieshaar, Dennis Mack et al.2026 · 0 citationsarXiv
TRAFA: Anticipating User Actions to Reduce Errors in Procedural Tasks with Predictive Feedback2605.24526v1 · Sassan Mokhtar, Lars Doorenbos, Fatemeh Jabbari et al.2026 · 0 citationsarXiv
HARMES: A Multi-Modal Dataset for Wearable Human Activity Recognition with Motion, Environmental Sensing and Sound2605.02596v1 · Robin Burchard, Pascal-Andr'e Bruckner, Marius Bock et al.2026 · 0 citationsarXiv
STRIVE: Structured Spatiotemporal Exploration for Reinforcement Learning in Video Question Answering2604.01824v2 · Emad Bahrami, Olga Zatsarynna, Parth Pathak et al.2026 · 0 citationsarXiv
RedSage: A Cybersecurity Generalist LLM2601.22159v2 · Naufal Suryanto, Muzammal Naseer, Pengfei Li et al.2026 · 0 citationsarXiv
ADA-Track++: End-to-End Multi-Camera 3D Multi-Object Tracking With Alternating Detection and Association.40982527 · Ding, Shuxiao, Schneider, Lukas, Cordts, Marius et al.2025 · 3 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(1):482-499
Distillation-free Scaling of Large State-Space Models for Images and Videos.42004088 · Suleman, Hamid, Wasim, Syed Talal, Naseer, Muzammal et al.2026 · 1 citationInternational journal of computer vision. 2026;134(5):232
Sequence-Adaptive Video Prediction in Continuous Streams using Diffusion Noise Optimization2511.18255v2 · Sina Mokhtarzadeh Azar, Emad Bahrami, Enrico Pallotta et al.2025 · 0 citationsarXiv
EgoControl: Controllable Egocentric Video Generation via 3D Full-Body Poses2511.18173v1 · Enrico Pallotta, Sina Mokhtarzadeh Azar, Lars Doorenbos et al.2025 · 0 citationsarXiv
Video Panels for Long Video Understanding2509.23724v2 · Lars Doorenbos, Federico Spurio, Juergen Gall2025 · 0 citationsarXiv
LC-SLab -- An object-based deep learning framework for large-scale land cover classification from satellite imagery and sparse in-situ labels2509.15868v2 · Johannes Leonhardt, Juergen Gall, Ribana Roscher2025 · 0 citationsarXiv
MixANT: Observation-dependent Memory Propagation for Stochastic Dense Action Anticipation2509.11394v1 · Syed Talal Wasim, Hamid Suleman, Olga Zatsarynna et al.2025 · 2 citationsarXiv
Enhancing Video-Based Robot Failure Detection Using Task Knowledge2508.18705v2 · Santosh Thoduka, Sebastian Houben, Juergen Gall et al.2025 · 0 citationsarXiv
Looking into the Unknown: Exploring Action Discovery for Segmentation of Known and Unknown Actions2508.05529v1 · Federico Spurio, Emad Bahrami, Olga Zatsarynna et al.2025 · 0 citationsarXiv
Skeleton Motion Words for Unsupervised Skeleton-Based Temporal Action Segmentation2508.04513v1 · Uzay Gokay, Federico Spurio, Dominik R. Bach et al.2025 · 1 citationarXiv
Privacy-Preserving Semantic Segmentation from Ultra-Low-Resolution RGB Inputs2507.16034v2 · Xuying Huang, Sicong Pan, Olga Zatsarynna et al.2025 · 0 citationsarXiv
RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting2505.22535v3 · Mohamad Hakam Shams Eddin, Yikui Zhang, Stefan Kollet et al.2025 · 1 citationarXiv
DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition2505.20894v3 · Marius Bock, Juergen Gall, Michael Moeller et al.2025 · 0 citationsarXiv
CamC2V: Context-aware Controllable Video Generation2504.06022v3 · Luis Denninger, Sina Mokhtarzadeh Azar, Juergen Gall2025 · 0 citationsarXiv
UnitRefine: A Community Toolbox for Automated Spike Sorting Curation10.1101/2025.03.30.645770v2 · Jain, A., Greene, R., Halcrow, C. et al.2025 · 5 citationsbioRxiv
TQD-Track: Temporal Query Denoising for 3D Multi-Object Tracking2504.03258v2 · Yutong Yang, Shuxiao Ding, Mohammed Amine Bencheikh Lehocine et al.2025 · 0 citationsarXiv
Towards Generalizing Temporal Action Segmentation to Unseen Views2504.02512v1 · Emad Bahrami, Olga Zatsarynna, Gianpiero Francesca et al.2025 · 1 citationarXiv
STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection2504.02823v1 · Divya Velayudhan, Abdelfatah Ahmed, Mohamad Alansari et al.2025 · 10 citationsarXiv
SyncVP: Joint Diffusion for Synchronous Multi-Modal Video Prediction2503.18933v1 · Enrico Pallotta, Sina Mokhtarzadeh Azar, Shuai Li et al.2025 · 2 citationsarXiv
Global-Aware Monocular Semantic Scene Completion with State Space Models2503.06569v1 · Shijie Li, Zhongyao Cheng, Rong Li et al.2025 · 1 citationarXiv
Rethinking 3-D LiDAR Point Cloud Segmentation.34914599 · Li, Shijie, Liu, Yun, Gall, Juergen2025 · 115 citationsIEEE transactions on neural networks and learning systems. 2025;36(3):4079-4090
MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation2501.08837v2 · Olga Zatsarynna, Emad Bahrami, Yazan Abu Farha et al.2025 · 0 citationsarXiv
Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models2412.18609v2 · Jinhui Yi, Syed Talal Wasim, Yanan Luo et al.2024 · 1 citationarXiv
Hierarchical Vector Quantization for Unsupervised Action Segmentation2412.17640v2 · Federico Spurio, Emad Bahrami, Gianpiero Francesca et al.2024 · 13 citationsarXiv
Learning a Neural Association Network for Self-supervised Multi-Object Tracking2411.11514v2 · Shuai Li, Michael Burke, Subramanian Ramamoorthy et al.2024 · 0 citationsarXiv
Identifying Spatio-Temporal Drivers of Extreme Events2410.24075v1 · Mohamad Hakam Shams Eddin, Juergen Gall2024 · 1 citationarXiv
StableMamba: Distillation-free Scaling of Large SSMs for Images and Videos2409.11867v2 · Hamid Suleman, Syed Talal Wasim, Muzammal Naseer et al.2024 · 0 citationsarXiv
Massively Multi-Person 3D Human Motion Forecasting with Scene Context2409.12189v1 · Felix B Mueller, Julian Tanke, Juergen Gall2024 · 3 citationsarXiv
MV-Match: Multi-View Matching for Domain-Adaptive Identification of Plant Nutrient Deficiencies2409.00903v1 · Jinhui Yi, Yanan Luo, Marion Deichmann et al.2024 · 1 citationarXiv
Forecast-PEFT: Parameter-Efficient Fine-Tuning for Pre-trained Motion Forecasting Models2407.19564v2 · Jifeng Wang, Kaouther Messaoud, Yuejiang Liu et al.2024 · 1 citationarXiv
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