semantic understanding
The capacity of an AI system to comprehend and interpret the meaning of text or spoken language beyond mere syntax. This involves grasping context, intent, and various nuances of communication.
- A Controllable Examination for Long-Context Language Models
- Advancing Compositional Awareness in CLIP with Efficient Fine-Tuning
- Brain-Informed Fine-Tuning for Improved Multilingual Understanding in Language Models
- CausalVTG: Towards Robust Video Temporal Grounding via Causal Inference
- EA3D: Online Open-World 3D Object Extraction from Streaming Videos
- Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions
- Learning CAD Modeling Sequences via Projection and Part Awareness
- MotionBind: Multi-Modal Human Motion Alignment for Retrieval, Recognition, and Generation
- SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation
- SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding
- SRA-CL: Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
- See through the Dark: Learning Illumination-affined Representations for Nighttime Occupancy Prediction
- Vision‑Language‑Vision Auto‑Encoder: Scalable Knowledge Distillation from Diffusion Models
- What Can RL Bring to VLA Generalization? An Empirical Study