$MMOD multimodal

Latest papers

1. Can Learning to Answer Spatial Questions Improve Novel-View Generation? cs.CV · 14 Oct · 1 hit

   …complementary supervision for novel-view generation. We introduce Ask4NV, built on a pretrained unified multimodal model with a Mixture-of-Transformers (MoT) architecture. Our model incorporates camera geometry…

2. GeoThinker-$F$: Endogenous Predictive World Representations for Fast Spatial Intelligence cs.CV · 14 Oct · 1 hit

   Existing geometry-aware Multimodal Large Language Models (MLLMs) increasingly rely on external 3D encoders to provide structural…

3. Reliability-Aware Multimodal Sentiment Prediction Under Local Modality Missingness cs.CV · 14 Oct · 2 hits

   Multimodal sentiment models are usually evaluated on complete utterances, yet streams often lose a contiguous…

4. PrismaCoder: Pushing the Boundaries of Open Multimodal Code Intelligence through Decomposed Rubric Synthesis cs.CL · 14 Oct · 4 hits

   Multimodal code intelligence connects the symbolic world of programs with the visual world their execution…

5. ActiveEvidence: Decision-Focused Evidence Graphs with Verifiable Acquisition Gaps cs.AI · 14 Oct · 1 hit

   A multimodal agent must decide whether visual evidence is worth acquiring, which candidate or resolution to…

6. Lluna: Collaborative Unimodal Models for Missing-Modality Inference cs.MM · 14 Oct · 1 hit

   Pretrained unimodal models offer a flexible route to multimodal prediction through collaboration, but this collaboration can become less accurate than a surviving…

7. Cortex: Consolidating Context into Parametric Memory cs.CL · 14 Oct · 1 hit

   …network updates. Across 4B--120B dense and mixture-of-experts backbones, including both text-only and multimodal models, Cortex lies on the empirical consolidation--retention Pareto frontier in most evaluated…

8. ReferFlow: Beyond Final-Target Localization for Complex Referring Expressions cs.CV · 14 Oct · 1 hit

   Multimodal Large Language Models have made significant progress in referring expression comprehension (REC),…