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Search: “multimodal”

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Demo2: Multimodal Interactive Hybrid Agent

DGX agent

Demo2 showcases Qwen's multimodal interactive hybrid agent capabilities, likely demonstrating the integration of multiple data types (text, image, audio, video) with interactive features and hybrid pr

agentsqwen--x

1 Jun 2026

Model Releases

Search: “multimodal”

Demo2: Multimodal Interactive Hybrid Agent

ERGeoBench:A Comprehensive Benchmark for Embodied Reasoning and Geo-localization in Multimodal Large Language Models

In May, we integrated 11 new models spanning image, 3D, audio, video, and multimodal. The highlights: → Krea 2 — style-first image generatio…

Learning from Fine-Grained Visual Discrepancies: Mitigating Multimodal Hallucinations via In-Context Visual Contrastive Optimization

MechVQA: Benchmarking and Enhancing Multimodal LLMs on Comprehensive Mechanical Drawing Understanding

Multimodal Fusion via Self-Consistent Task-Gradient Fields

Reasoning-Aware Multimodal Fusion for Hateful Video Detection

Representation Forcing for Bottleneck-Free Unified Multimodal Models

Rethinking Multimodal Few-Shot 3D Point Cloud Segmentation: From Fused Refinement to Decoupled Arbitration

VisionPulse: Dynamic Visual Sparsity for Efficient Multimodal Reasoning

Analyzing Persona Effects in Generated Explanations from Multimodal LLM Agents in Urban Perception

Benchmarking Large Vision-Language Models on CFMME: A Comprehensive Chinese Financial Multimodal Evaluation Dataset

DocRetriever: A Plug-and-Play Framework for Multimodal Document Retrieval with Comprehensive Benchmark

HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering

MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization

Towards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation

A Conflict-Aware Penalty and Statistical Loss Framework for Balancing Modalities and Enhancing Stability in Multimodal Sentiment Analysis

DREAM-R: Multimodal Speculative Reasoning with RL-Based Refined Drafting, Precise Verification, and Fully Parallel Execution

EVADE-Bench: Multimodal Benchmark for Evaluating and Enhancing Evasive Content Detection

Mags-RL: Wearing Multimodal LLMs a Magnifying Glass via Agentic Reinforcement Learning For Complex Scene Reasoning

RE-TRIANGLE: Does TRIANGLE Enable Multimodal Alignment Beyond Cosine Similarity in Retrieval?

REVEAL: Reference-Grounded Reasoning for Multimodal Manipulation Detection

Advancing Creative Physical Intelligence in Large Multimodal Models

Athena: Enhancing Multimodal Reasoning with Data-efficient Process Reward Models

DynFrame: Adaptive Reasoning-Driven Multimodal Framework with Dynamic Frame Augmentation for Complex Video Understanding

LiveK12Bench: Have Large Multimodal Models Truly Conquered High School-level Examinations?

A Multimodal Framework for Dementia Detection via Linguistic and Acoustic Representation Learning

Divide-and-Conquer Inference for Large-Scale Visual Recognition with Multimodal Large Language Models

Do Understanding and Generation Fight? A Diagnostic Study of DPO for Unified Multimodal Models

Generation Enhances Understanding in Unified Multimodal Models via Multi-Representation Generation

M^3-Verse: A 'Spot the Difference' Challenge for Large Multimodal Models

Mode-as-Sequence: Translating Multimodal Motion Prediction into Unified Sequential Mode Modeling

MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning

PANDO: Efficient Multimodal AI Agents via Online Skill Distillation

Parameter Efficient Multi-Class Intelligent Scheduling for Multimodal Online Distributed Industrial Anomaly Detection

Squeezing Capacity from Multimodal Large Language Models for Subject-driven Generation

CVSearch: Empowering Multimodal LLMs with Cognitive Visual Search for High-Resolution Image Perception

Multimodal Crystal Flow: Any-to-Any Modality Generation for Unified Crystal Modeling

Open Multimodal Datasets and Open-Source Software for Data-Driven Modeling of Multiphase Transport and Thermal Systems

Thinking Machines is impressive. In a couple hours I just fine tuned my own Qwen3.5-397B model this afternoon. Fast usable multimodal is als…

Distributed Image Compression with Multimodal Side Information at Extremely Low Bitrates

Enhancing Multimodal Large Language Models for Safety-Critical Driving Video Analysis

Evaluating multimodal emotion recognition in proactive conversational agents: A user study

I think people don't realize why Gemini Omni is different than other video AIs. It is fully multimodal, so it can edit video natively, too I…

MOTOR: A Multimodal Dataset for Two-Wheeler Rider Behavior Understanding

Understanding Multimodal Failure in Action-Chunking Behavioral Cloning

Deeper Thought, Weaker Aim: Understanding and Mitigating Perceptual Impairment during Reasoning in Multimodal Large Language Models

Modular Multimodal Classification Without Fine-Tuning: A Simple Compositional Approach