Accepted Papers:

• On the Generalization of Optical Flow: Quantifying Robustness to Dataset Shifts

• CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos

• Enhancing Domain Diversity in Synthetic Data Face Recognition with Dataset Fusion (🥈 in the competition)

• YearGuessr: A Worldwide Building Age Benchmark with 55k Wikipedia Images and Ordinal Targets (presented at workshop, not published)

• Visual DNA: Representing and Comparing Images using Distributions of Neuron Activations

• Express4D: Expressive, Friendly, and Extensible 4D Facial Motion Generation Benchmark

• Hybrid Generative Fusion for Efficient and Privacy-Preserving Face Recognition Dataset Generation (🥇in the competition)

• MAPILLARY VISTAS VALIDATION FOR FINE-GRAINED TRAFFIC SIGNS: A Benchmark Revealing Vision-Language Model Limitations

• LoRA-Loop: Closing the Synthetic Replay Cycle for Continual VLM Learning

• Synthetic Hands Meet Legacy Data: A Synthetic Dataset for Structured, Controllable, and Multimodal Evaluation

• SynRES: Towards Referring Expression Segmentation in the Wild via Synthetic Data

• QuarrySet: An RGB Dataset and Benchmark for Data-centric Quarry Analysis

The PDFs of these papers will be available after the camera-ready submission

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