UVU: Improving Multimodal Understanding via Vision-Language Unified Autoregressive Paradigm

arXiv:2609.27915 · cs.CV · Submitted 2026-08-25 · Read on arXiv

cs.CV

Submitted: 2026-08-25

Updated: 2026-08-25

Terminology

Clustering — 21× in this paper · explained in 2 episodes
Alignment — 9× in this paper · explained in 1 episode
Ablation — 8× in this paper · explained in 1 episode
Benchmark — 6× in this paper · explained in 2 episodes
Ablation study — 5× in this paper · explained in 1 episode
Embeddings — 4× in this paper · explained in 2 episodes
Foundation Model — 3× in this paper · explained in 3 episodes
Foundation Models — 3× in this paper · explained in 7 episodes
Pixel Space Coverage — 3× in this paper
Vision-language models — 3× in this paper · explained in 2 episodes
Consistency — 2× in this paper · explained in 3 episodes
Fine-Tuning — 2× in this paper · explained in 5 episodes
Grounding — 2× in this paper · explained in 3 episodes
Instruction Tuning — 2× in this paper · explained in 2 episodes
Quantization — 2× in this paper · explained in 12 episodes
Semantic Understanding — 2× in this paper · explained in 2 episodes
Ablation Studies — 1× in this paper · explained in 1 episode
Accuracy — 1× in this paper · explained in 1 episode
AdamW Optimizer — 1× in this paper · explained in 1 episode
Benchmarking — 1× in this paper · explained in 4 episodes
Contrastive Learning — 1× in this paper · explained in 5 episodes
Core — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Hallucination — 1× in this paper · explained in 4 episodes
Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
Latent Space — 1× in this paper · explained in 7 episodes
Multimodal Learning — 1× in this paper · explained in 2 episodes
Multimodal Reasoning — 1× in this paper · explained in 5 episodes
Pixel Representation Precision — 1× in this paper
Redundancy — 1× in this paper · explained in 2 episodes
Reinforcement Learning — 1× in this paper · explained in 4 episodes
Representation Learning — 1× in this paper · explained in 2 episodes
Robustness — 1× in this paper · explained in 5 episodes
Tokenization — 1× in this paper · explained in 2 episodes
Transformer — 1× in this paper · explained in 2 episodes
Visual Grounding — 1× in this paper · explained in 2 episodes

Terminology

Related papers