1 Table of Contents: “... Descriptor for Efficient Novel-Class Recognition and Search -- The Enhanced Flock of Trackers Registration...”

2 Table of Contents: “... to Discover Novel Classes for Open-World Semi-Supervised Learning -- Embedding Contrastive Unsupervised...”

3 Table of Contents: “... Neural Representations from Shadows -- Class-Incremental Novel Class Discovery -- Unknown-Oriented...”

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

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

6 Table of Contents: “... -- Explicit Image Caption Editing -- Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training...”

7 Table of Contents: “... Learning -- Neural Radiance Transfer Fields for Relightable Novel-View Synthesis with Global Illumination...”

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

9 Table of Contents: “... for Visual Reinforcement Learning -- TIDEE: Tidying Up Novel Rooms Using Visuo-Semantic Commonsense Priors...”

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

11 “... of challenging areas, in addition to descriptions of novel algorithms that exploit machine learning and pattern...”