What "Not" to Detect: Improving Object Detection under Negation via Reasoning and Token Merging

3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation

Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation

Scribble-Guided Diffusion for Training-free Text-to-Image Generation

DreamCatalyst: Fast and High-Quality 3D Editing via Controlling Editability and Identity Preservation

Understanding Multi-Granularity for Open-Vocabulary Part Segmentation

Grounding the "Not": Symbolic Representation of Negation for Logical Reasoning in VLMs

Dense Reward for Multi-View 3D Reasoning with Global Maps and Local Views

Mitigating Perceptual Judgment Bias in Multimodal LLM-as-a-Judge via Perceptual Perturbation and Reward Modeling

WaymoQA: A Multi-View Visual Question Answering Dataset for Safety-Critical Reasoning in Autonomous Driving