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Tag: Multimodal Large Language Models

  • Synthetic material images emerging from generative data grid, crystal structures forming clearly, deep black space
    Quantum Technology, Quantum Physics

    Data Generation Aids Material Characterisation from Images

    by Muhammad Rohail T.February 25, 2026
  • AI Sees and Understands Images Far More Efficiently with New Embedding Technique
    Quantum Algorithms

    AI Improves Image Understanding with MM-Embedding

    by Muhammad Rohail T.February 6, 2026
  • Ai’s ‘time Blindness’ Revealed Despite Mastering What Videos Show
    Quantum Hardware

    AI TimeBlindness: Video Sequence Reasoning Flaws

    by Muhammad Rohail T.February 6, 2026
  • Reveals Universal Adversarial Perturbations for MLLMs with Transferable Attacks across Inputs
    Machine Learning

    MLLM Attacks: Universal Perturbations Fool GPT-4o, Gemini-2

    by Muhammad Rohail T.February 4, 2026
  • Metricanything Achieves Scalable Depth Estimation Using 20M Noisy Image-Depth Pairs
    Artificial Intelligence

    Depth Estimation Scaled with 20M Image-Depth Pairs

    by Muhammad Rohail T.February 3, 2026
  • Multimodal Fine-Tuning Achieves Enhanced Visual Understanding with Synthetic Captions
    Machine Learning

    Quantum AI Boosts Image Understanding with Captions

    by Muhammad Rohail T.February 3, 2026
  • Memctrl Achieves 16% Embodied Agent Performance Boost with Active Memory Control
    Artificial Intelligence

    MemCtrl: 16% Agent Boost with Active Memory Control

    by Muhammad Rohail T.February 2, 2026
  • Leaf Enables Label-Efficient Image Quality Assessment with Minimal MOS Annotations
    Artificial Intelligence

    LEAF: AI Cuts Image Quality Assessment Costs

    by Muhammad Rohail T.January 30, 2026
  • Feature-Space Smoothing Achieves Certified Robustness for Multimodal Large Language Models
    Artificial Intelligence

    Feature-Space Smoothing Boosts Multimodal LLM Robustness

    by Muhammad Rohail T.January 26, 2026
  • Quantization Advances Vision-Language Models, Preserving Performance with Reduced Half Precision
    Artificial Intelligence

    Quantization Boosts Vision-Language Models

    by Muhammad Rohail T.January 23, 2026
  • Most Advances Multimodal AI: Seamlessly Mixing Speech and Text with Mixture of Experts
    Artificial Intelligence

    MoST AI Mixes Speech & Text with Mixture of Experts

    by Muhammad Rohail T.January 20, 2026
  • M3cotbench Advances Medical Image Understanding by Evaluating Chain-of-Thought Reasoning Correctness
    Artificial Intelligence

    M3CoTBench: AI Reasoning for Medical Images

    by Muhammad Rohail T.January 15, 2026
  • Finmmdocr Advances Multimodal Financial Analysis with 11-Step Computation Capabilities
    Artificial Intelligence

    FinMMDocR: Quantum AI for Financial Analysis

    by Muhammad Rohail T.January 8, 2026
  • Multimodal AI Advances Applications, but Faces 94% Energy Penalty from Inflation
    Technology News

    Multimodal AI: 94% Energy Penalty Found

    by Muhammad Rohail T.January 6, 2026
  • Spatial Reasoning Benchmark Advances Multimodal AI, Reveals Limitations in Complex Problem Solving
    Artificial Intelligence

    AI Spatial Reasoning Benchmark Shows Limits

    by Muhammad Rohail T.December 30, 2025
  • Smarter Multimodal AI: AdaTooler-V Enables Efficient Image and Video Problem Solving
    Artificial Intelligence

    AI AdaTooler-V Solves Image & Video Problems

    by Muhammad Rohail T.December 22, 2025
  • Skyra Enables AI Video Detection with Grounded Reasoning and a New 4K ViF-CoT Dataset
    Artificial Intelligence

    AI Detects AI Videos with Skyra & ViF-CoT Dataset

    by Muhammad Rohail T.December 19, 2025
  • Timelens Enables Accurate Video Understanding by Addressing Data Quality in Temporal Grounding Benchmarks
    Artificial Intelligence

    TimeLens Improves Video Understanding Accuracy

    by Muhammad Rohail T.December 18, 2025
  • Visual Reasoning Tracer Benchmark Evaluates Multimodal Models by Tracing Intermediate Objects in Visual Reasoning Paths
    Artificial Intelligence

    Visual Reasoning Benchmark Traces AI Paths

    by Muhammad Rohail T.December 8, 2025
  • Draco: Draft-as-CoT Achieves Improved Text-to-image Generation and Rare Concept Creation with 8% Refinement and 3% Misalignment Correction
    Artificial Intelligence

    Draco: Draft-as-CoT Boosts Image Generation 8%

    by Muhammad Rohail T.December 5, 2025
  • Unigen-1.5: Reward Unification in Reinforcement Learning Enhances Image Generation and Editing Performance
    Artificial Intelligence

    UniGen-1.5: AI Reward Unification for Image Editing

    by Muhammad Rohail T.November 24, 2025
  • Modes Accelerates Mixture-of-Experts Multimodal Large Language Models, Achieving 88% Efficiency with 97.33% Accuracy
    Artificial Intelligence

    MoE LLMs: 88% Efficiency, 97.33% Accuracy

    by Muhammad Rohail T.November 20, 2025
  • Self-consistency Sampling Enhances Outcome-reward-based Reinforcement Learning of Multimodal LLMs, Correcting Unfaithful Trajectories
    Artificial Intelligence

    Self-Consistency Sampling Boosts Multimodal LLMs

    by Muhammad Rohail T.November 18, 2025
  • Spatialthinker: Multimodal LLM Achieves 3D Reasoning with Spatial Rewards and STVQA-7K Dataset
    Artificial Intelligence

    Spatialthinker: 3D Reasoning with Multimodal LLM

    by Muhammad Rohail T.November 17, 2025
  • Multimodal Benchmark Designers Should Train on Test Sets to Expose Exploitable Non-Visual Shortcuts
    Artificial Intelligence

    Multimodal Benchmarks: Exposing Visual Shortcut Bias

    by Muhammad Rohail T.November 13, 2025
  • Multimodal Reasoning: Diagnostic Layer Exposes How One Modality Sabotages Fused Results and Misleads Predictions
    Artificial Intelligence

    AI Modality Failure: Diagnostic Layer Reveals Errors

    by Muhammad Rohail T.November 11, 2025
  • Agent-omni Achieves State-of-the-art Multimodal Reasoning across Text, Image, Audio, and Video Without Retraining
    Artificial Intelligence

    Agent-Omni: Multimodal Reasoning Without Retraining

    by Muhammad Rohail T.November 11, 2025
  • Attention Key-Space Analysis Unveils Intrinsic Text Bias in Multimodal Large Language Models
    Artificial Intelligence

    LLM Bias: Key-Space Analysis of Image-Text Models

    by Muhammad Rohail T.November 6, 2025
  • Vico Training Enables Dynamic High-Resolution Image Representation with Variable Vision Tokens, Minimizing KL Divergence by 50%
    Artificial Intelligence, Quantum Research News

    Vico Training Boosts Image Resolution, Cuts KL Divergence

    by Muhammad Rohail T.October 15, 2025
  • Navil: Native Multimodal Large Language Models Demonstrate Scaling with Data Constraints
    Artificial Intelligence, Quantum Research News

    NaViL: Multimodal AI Scales with Data Limits

    by Muhammad Rohail T.October 13, 2025
  • Visual Jigsaw Post-Training Improves MLLMs’ Visual Understanding Via Self-Supervised Ordering
    Artificial Intelligence

    Visual Jigsaw Boosts MLLM Visual Understanding

    by Muhammad Rohail T.October 3, 2025
  • Pixelcraft: Multi-Agent System Enables High-Fidelity Visual Reasoning on Structured Images with Pixel-Level Localizations
    Artificial Intelligence

    PixelCraft: AI Visual Reasoning with Localizations

    by Muhammad Rohail T.October 3, 2025
  • New Dataset of 35k Image-Text Pairs Advances Multimodal Safety Evaluation
    Artificial Intelligence

    Dataset Boosts AI Multimodal Safety Evaluation

    by Dr. DonovanSeptember 6, 2025
  • Reward-Guided Decoding Improves Precision and Recall in Multimodal Large Language Models
    Artificial Intelligence

    LLM Decoding Boosts Image Interpretation Precision

    by Dr. DonovanAugust 18, 2025
  • SENTINEL Framework Reduces Hallucinations in Multimodal Large Language Models
    Artificial Intelligence

    SENTINEL Cuts Hallucinations in Multimodal LLMs

    by Dr. DonovanJuly 17, 2025
  • Satellite Imagery Forecasting Enhanced by Temporal Reasoning and Multimodal Models.
    Artificial Intelligence

    TAMMs Boost Satellite Imagery Forecasting

    by Dr. DonovanJune 25, 2025
  • Argus: Enhanced Multimodal AI Focuses Reasoning with Visual Attention Grounding.
    Artificial Intelligence

    Argus: AI Reasoning with Visual Attention

    by Dr. DonovanJune 1, 2025
  • AI Disinformation: Detecting Manipulated Images and Text with Multimodal Models.
    Technology News

    AI Disinformation: Multimodal Detection of Fake Images &

    by The NeuronMay 27, 2025
  • Federally Funded Research Explores How AI Can Enhance Manufacturing Safety and Product Quality
    Artificial Intelligence

    AI Boosts Manufacturing Safety & Quality

    by Dr. DonovanMay 7, 2025
  • Apple MM1: A New Frontier in Multimodal Large Language Models From Tech Giant Can Scale to 30 Billion Parameters
    Artificial Intelligence

    Apple MM1: 30B Parameter Multimodal LLM

    by Rusty FlintMarch 17, 2024
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