- Computer Vision Systems and Applications.- Box it and Track it: A Weakly Supervised Framework for Cell Tracking.- A Cascaded Dilated Convolution Approach for Mpox Lesion Classification.- HistDiST: Histopathological Diffusion-based Stain Transfer.- Deep Learning-Assisted Dynamic Mode Decomposition for Non-resonant Background Removal in CARS Spectroscopy.- γ-Quant: Towards Learnable Quantization for Low-bit Pattern Recognition.- EVCS: A Benchmark for Fine-Grained Electric Vehicle Charging Station Detection.- Video Analysis and Synthesis.
- SegSLR: Promptable Video Segmentation for Isolated Sign Language Recognition.- Video Object Segmentation-aware Audio Generation.- MCUCoder: Adaptive Bitrate Learned Video Compression for IoT Devices.- VisualChef: Generating Visual Aids in Cooking via Mask Inpainting.- StorySync: Training-Free Subject Consistency via Region Harmonization.- Structured Universal Adversarial Attacks on Object Detection for Video Sequences.- Road Obstacle Video Segmentation.- Machine Learning Methods.
- Don&t Miss Out on Novelty: Importance of Novel Features for Deep Anomaly Detection.- LADB: Latent Aligned Diffusion Bridges for Semi-Supervised Domain Translation.- On the Dangers of Bootstrapping Generation for Continual Learning and Beyond.- Combined Image Data Augmentations diminish the benefits of Adaptive Label Smoothing.- Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation.- Applications of Foundation Models.- Using Knowledge Graphs to harvest datasets for efficient CLIP model training.- Unlocking In-Context Learning for Natural Datasets Beyond Language Modelling.
- Investigating Structural Pruning and Recovery Techniques for Compressing Multimodal Large Language Models: An Empirical Study.- Assessing Foundation Models for Mold Colony Detection with Limited Training Data.- Common Data Properties Limit Object-Attribute Binding in CLIP.- subCellSAM: Zero-Shot (Sub-)Cellular Segmentation for Hit Validation in Drug Discovery.- Safety and Robustness.- synth-dacl: Does Synthetic Defect Data Enhance Segmentation Accuracy and Robustness for Real-World Bridge Inspections?.- FedPCE: Federated Personalized Client Embeddings for Post-training Knowledge Distillation.- Object Risk Estimation for Autonomous Driving Safety.
- Rethinking Semi-supervised Segmentation Beyond Accuracy: Robustness and Reliability.- Detection of Synthetic Face Images: Accuracy, Robustness, Generalization.- 3D Perception and Reconstruction.- MT-Occ: Single-View 3D Occupancy Prediction via Multi-Task Distillation.- Hierarchical Insights: Exploiting Structural Similarities for Reliable 3D Semantic Segmentation.- CoProU-VO: Combining Projected Uncertainty for End-to-End Unsupervised Monocular Visual Odometry.- Combining Absolute and Semi-Generalized Relative Poses for Visual Localization.- Graph Roof Reconstruction with Synthetic Data from Misaligned Labels.
- sshELF: Single-Shot Hierarchical Extrapolation of Latent Features for 3D Reconstruction from Sparse-Views.- Photogrammetry and Remote Sensing.- NaT-ReX: Naturalness Assessment with Transformer-Based Reliable Explainability.- Semantic Segmentation of Structural Damage: A Comparative Study of YOLO11 and Encoder-Decoder Networks.- Can Multitask Learning Enhance Model Explainability?.- Out-of-Distribution Detection in LiDAR Semantic Segmentation Using Epistemic Uncertainty from Hierarchical GMMs.- RadarSeq: A Temporal Vision Framework for User Churn Prediction via Radar Sequence Chart.