Josef Kittler

18 papers · 2012–2025 · 7 conferences · across top CS/AI conferences

Achievements

+10 more ↓

🗺️ Taxonomy Completionist (42) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (13) 🌍 Conference Polyglot (7) 🧭 Keyword Pioneer

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution 🤝 Dynamic Duo (10) ❓ The Questioner 🚀 Conference Pioneer 💎 Century Club (18) 🗃️ Keyword Collector (84) 🔥 Unstoppable (5) 📈 Trend Setter

Conferences

AAAI (5) CVPR (4) ECCV (3) ICCV (2) ICML (2) ACML (1) JMLR (1)

Top co-authors

Tianyang Xu (10) Muhammad Awais (8) Xiao-Jun Wu (8) Zhenhua Feng (5) Xiaojun Wu (4) Sara Atito (3) Zhen-Hua Feng (3) Zhangyong Tang (3) Cong Wu (3) Linze Li (2)

Keywords

deep learning (2) data augmentation (2) loss function (2) facial landmark detection (2) domain adaptation (2) object tracking (2) feature disentanglement (2) convolutional neural network (2) multimodal learning (2) image segmentation (1) action recognition (1) semantic segmentation (1) feature selection (1) self-supervised learning (1) representation learning (1) few-shot learning (1) feature learning (1) contrastive learning (1) image fusion (1) multi-task learning (1)

Papers

One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion CVPR 2025 Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections ICCV 2025 Hybrid Batch Normalisation: Resolving the Dilemma of Batch Normalisation in Federated Learning ICML 2025 Text Augmented Correlation Transformer For Few-shot Classification & Segmentation CVPR 2025 Efficient Few-Shot Action Recognition via Multi-Level Post-Reasoning ECCV 2024 Generative-Based Fusion Mechanism for Multi-Modal Tracking AAAI 2024 SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition AAAI 2024 C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition ECCV 2024 Riemannian Local Mechanism for SPD Neural Networks AAAI 2023 RGBD1K: A Large-Scale Dataset and Benchmark for RGB-D Object Tracking AAAI 2023 Ada$^2$NPT: An Adaptive Nearest Proxies Triplet Loss for Attribute-Aware Face Recognition with Adaptively Compacted Feature Learning ACML 2023 AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification AAAI 2022 How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation ICML 2021 Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking ICCV 2019 Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model ECCV 2018 Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks CVPR 2018 Dynamic Attention-Controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-Set Sample Weighting CVPR 2017 Non-Sparse Multiple Kernel Fisher Discriminant Analysis JMLR 2012