Scene Understanding

HumorDB: Can AI understand graphical humor? ICCV 2025 Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics EMNLP 2025 HUSH: Holistic Panoramic 3D Scene Understanding using Spherical Harmonics CVPR 2025 Hybrid Reciprocal Transformer with Triplet Feature Alignment for Scene Graph Generation CVPR 2025 Hyperdimensional Representation for Adaptive Information Association and Memorization WACV 2025 HyperGLM: HyperGraph for Video Scene Graph Generation and Anticipation CVPR 2025 Hypergraph Vision Transformers: Images are More than Nodes, More than Edges CVPR 2025 IAAO: Interactive Affordance Learning for Articulated Objects in 3D Environments CVPR 2025 Image-Guided Shape-from-Template Using Mesh Inextensibility Constraints ICCV 2025 IndoorGS: Geometric Cues Guided Gaussian Splatting for Indoor Scene Reconstruction CVPR 2025 InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows EMNLP 2025 InstaScene: Towards Complete 3D Instance Decomposition and Reconstruction from Cluttered Scenes ICCV 2025 InstructOCR: Instruction Boosting Scene Text Spotting AAAI 2025 INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information IJCNLP 2025 IRIS: An Immersive Robot Interaction System CoRL 2025 I Spy with My Little Eye A Minimum Cost Multicut Investigation of Dataset Frames WACV 2025 iVISPAR — An Interactive Visual-Spatial Reasoning Benchmark for VLMs EMNLP 2025 Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models EMNLP 2025 Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? ACL 2025 KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts EMNLP 2025 Language-Guided Salient Object Ranking CVPR 2025 Learn from What We HAVE: History-Aware VErifier that Reasons about Past Interactions Online CoRL 2025 Learning 3D Object Spatial Relationships from Pre-trained 2D Diffusion Models ICCV 2025 Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene CVPR 2025 Less is More: Empowering GUI Agent with Context-Aware Simplification ICCV 2025