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MSP: Modality Self-Play for Training Multimodal LLMs Without Paired Cross-Modal Data

MSP: Modality Self-Play for Training Multimodal LLMs Without Paired Cross-Modal Data

Think about how you understand a video of a dog barking in a park. Your eyes see the dog, your ears hear the bark, and your brain effortlessly puts the two together.

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SSAM: Singular Subspace Alignment for Merging Multimodal Large Language Models

SSAM: Singular Subspace Alignment for Merging Multimodal Large Language Models

  • August 15, 2026
Robust Multimodal Learning via Cross-Modal Proxy Tokens

Robust Multimodal Learning via Cross-Modal Proxy Tokens

  • October 24, 2025
MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection

MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection

  • October 23, 2025
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation

Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation

  • October 10, 2024
MMSFormer: Multimodal Transformer for Material and Semantic Segmentation

MMSFormer: Multimodal Transformer for Material and Semantic Segmentation

  • April 18, 2024

Recent Post

Hello World, I Am Back!

Hello World, I Am Back!

Hello world, I am back! If you have visited this blog before, you may have noticed that things went quiet for a while.

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MSP: Modality Self-Play for Training Multimodal LLMs Without Paired Cross-Modal Data

MSP: Modality Self-Play for Training Multimodal LLMs Without Paired Cross-Modal Data

Think about how you understand a video of a dog barking in a park. Your eyes see the dog, your ears hear the bark, and your brain effortlessly puts the two together.

Read more
Abstractive Summarization of Bengali Academic Videos Based on Audio Subtitles

Abstractive Summarization of Bengali Academic Videos Based on Audio Subtitles

Anyone who has studied online knows the feeling. You need one specific explanation from a two-hour lecture, and you end up dragging the progress bar back and forth for twenty minutes.

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DualSwinFusionSeg: Multimodal Martian Landslide Segmentation via Dual Swin Transformer with Multi-Scale Fusion and UNet++

DualSwinFusionSeg: Multimodal Martian Landslide Segmentation via Dual Swin Transformer with Multi-Scale Fusion and UNet++

Mars has landslides. Just like on Earth, slopes collapse, dust and rock slide downhill, and the scars stay visible for a long time.

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SSAM: Singular Subspace Alignment for Merging Multimodal Large Language Models

SSAM: Singular Subspace Alignment for Merging Multimodal Large Language Models

Imagine you have two AI assistants. One is really good at looking at pictures and talking about them. The other is really good at listening to sounds and talking about them.

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Robust Multimodal Learning via Cross-Modal Proxy Tokens

Robust Multimodal Learning via Cross-Modal Proxy Tokens

Imagine an AI designed to understand the world through multiple senses—like sight and hearing. It can identify a cat by both its picture (vision) and its “meow” (audio).

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