Multimodal Learning

ZOO-Prune: Training-Free Token Pruning via Zeroth-Order Gradient Estimation in Vision-Language Models CVPR 2026 $∞$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation ICML 2025 γ-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models ICLR 2025 VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models ICML 2025 I^2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts ICML 2025 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining ICCV 2025 2Columns1Row: A Russian Benchmark for Textual and Multimodal Table Understanding and Reasoning EMNLP 2025 3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds ICLR 2025 3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation EMNLP 2025 3D Dental Model Segmentation with Geometrical Boundary Preserving CVPR 2025 3D Gaussian Inpainting with Depth-Guided Cross-View Consistency CVPR 2025 3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination CVPR 2025 3DGraphLLM: Combining Semantic Graphs and Large Language Models for 3D Scene Understanding ICCV 2025 3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer CVPR 2025 3DM: Distill, Dynamic Drop, and Merge for Debiasing Multi-modal Large Language Models ACL 2025 3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling ICLR 2025 3D Part Segmentation via Geometric Aggregation of 2D Visual Features WACV 2025 3D-SPATIAL MULTIMODAL MEMORY ICLR 2025 3DSRBench: A Comprehensive 3D Spatial Reasoning Benchmark ICCV 2025 3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark EMNLP 2025 4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding ICCV 2025 4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models CVPR 2025 4Real-Video: Learning Generalizable Photo-Realistic 4D Video Diffusion CVPR 2025 5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025 A3: Few-shot Prompt Learning of Unlearnable Examples with Cross-Modal Adversarial Feature Alignment CVPR 2025