127,652Total entries

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Knowledge catalogue

Search: “multimodal”

9,441 results

Safety

Multimodal Remote Inference

DGX agent

arXiv:2508.07555v3 Announce Type: replace Abstract: We consider a remote inference system with multiple modalities, where a multimodal machine learning (ML) model performs real-time inference using fe

safetyarxiv-cs-lg

28 Apr 2026

Model Releases

PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling

DGX agent

Search: “multimodal”

Multimodal Remote Inference

PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling

Handling Missing Modalities in Multimodal Survival Prediction for Non-Small Cell Lung Cancer

AITP: Traffic Accident Responsibility Allocation via Multimodal Large Language Models

MiMIC: Mitigating Visual Modality Collapse in Universal Multimodal Retrieval While Avoiding Semantic Misalignment

Towards Multimodal Active Learning: Efficient Learning with Limited Paired Data

From Raw Features to Effective Embeddings: A Three-Stage Approach for Multimodal Recipe Recommendation

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

SSL-R1: Self-Supervised Visual Reinforcement Post-Training for Multimodal Large Language Models

PanDA: Unsupervised Domain Adaptation for Multimodal 3D Panoptic Segmentation in Autonomous Driving

ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety

VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph

Culture-Aware Humorous Captioning: Multimodal Humor Generation across Cultural Contexts

Evaluating Multimodal LLMs for Inpatient Diagnosis: Real-World Performance, Safety, and Cost Across Ten Frontier Models

Instinct vs. Reflection: Unifying Token and Verbalized Confidence in Multimodal Large Models

mEOL: Training-Free Instruction-Guided Multimodal Embedder for Vector Graphics and Image Retrieval

Multimodal Claim Extraction for Fact-Checking

Reducing Peak Memory Usage for Modern Multimodal Large Language Model Pipelines

Retrieval-Augmented Multimodal Model for Fake News Detection

Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding

M3R: Localized Rainfall Nowcasting with Meteorology-Informed MultiModal Attention

PixDLM: A Dual-Path Multimodal Language Model for UAV Reasoning Segmentation

Cornfigurator: Automated Planning for Any-to-Any Multimodal Model Serving

RaTA-Tool: Retrieval-based Tool Selection with Multimodal Large Language Models

The Cost of Language: Centroid Erasure Exposes and Exploits Modal Competition in Multimodal Language Models

ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding

MAny: Merge Anything for Multimodal Continual Instruction Tuning

MERRIN: A Benchmark for Multimodal Evidence Retrieval and Reasoning in Noisy Web Environments

Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks

A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning

BoxTuning: Directly Injecting the Object Box for Multimodal Model Fine-Tuning

C2F-Thinker: Coarse-to-Fine Reasoning with Hint-Guided Reinforcement Learning for Multimodal Sentiment Analysis

Controlling Multimodal Conversational Agents with Coverage-Enhanced Latent Actions

Improving Pediatric Emergency Department Triage with Modality Dropout in Late Fusion Multimodal EHR Models

TorchUMM: A Unified Multimodal Model Codebase for Evaluation, Analysis, and Post-training

Dictionary-Aligned Concept Control for Safeguarding Multimodal LLMs

Mosaic: Multimodal Jailbreak against Closed-Source VLMs via Multi-View Ensemble Optimization

Unified Multimodal Uncertain Inference

Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding

Commander-GPT: Dividing and Routing for Multimodal Sarcasm Detection

CompoDistill: Attention Distillation for Compositional Reasoning in Multimodal LLMs

Mitigating Visual Context Degradation in Large Multimodal Models: A Training-Free Decoupled Agentic Framework

Steering the Verifiability of Multimodal AI Hallucinations

Following Delegation Traces to Study Human Oversight in Interaction with Multimodal AI

MMSearch-OPD: Easy Made Hard, Hard Made Learnable for Long-Horizon Multimodal Search Agents

TRACER: A Multimodal Harness for Patient Care in Hospitals

UniFGVC: Universal Training-Free Few-Shot Fine-Grained Vision Classification via Attribute-Aware Multimodal Retrieval

Measuring Epistemic Humility in Multimodal Large Language Models