1 Table of Contents: “... Construction -- Multi-faceted Distillation of Base-Novel Commonality for Few-Shot Object Detection -- PointCLM...”

2 Table of Contents: “... Supervised Object Detection -- Stochastic Consensus: Enhancing Semi-Supervised Learning with Consistency...”

3 Table of Contents: “... with Uncertainty Modeling for Degraded Image Recognition -- Novel Class Discovery without Forgetting -- SAFA...”

4 Table of Contents: “... Temporal Localization of Novel Events -- Reliability-Aware Prediction via Uncertainty Learning for Person...”

5 Table of Contents: “...Lane Detection Transformer Based on Multi-Frame Horizontal and Vertical Attention and Visual...”

6 Table of Contents: “... Detection and Captioning as Sequence Generation via Pre-training -- Multimodal Transformer with Variable...”

7 Table of Contents: “... Completion via Dynamic GCNs -- Objects Can Move: 3D Change Detection by Geometric Transformation Consistency...”

8 Table of Contents: “... -- Towards High-Fidelity Single-View Holistic Reconstructionof Indoor Scenes -- CompNVS: Novel View Synthesis...”

9 Table of Contents: “... for Hyperspectral Image Reconstruction -- Learning Shadow Correspondence for Video Shadow Detection -- Metric...”