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Codebases

DreamEngine GitHub stars GitHub forks

LMM for image generation.

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SAMURAI GitHub stars GitHub forks

Visual object tracking.

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Aurora GitHub stars GitHub forks

Efficient LMMs for video understanding.

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LMMs-Eval GitHub stars GitHub forks

(Contributor) Evaluation Suite of LMMs.

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MovieChat GitHub stars GitHub forks

LMMs for long-form video understanding.

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StableVideo GitHub stars GitHub forks

Diffusion-based video editing.

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Datasets

Science T2I

We collect over 20k image pairs, enabling the training of a language-guided reward model for text-to-image alignment with scientific knowledge.

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VDC

The first benchmark for detailed video captioning, featuring over one thousand videos with significantly longer and more detailed captions.

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RT-Pose

A human pose estimation (HPE) dataset, consisting of calibrated radar ADC data, 4D radar tensors, stereo RGB images, and LiDAR point clouds.

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CityCraft

Including 2D semantic layouts of urban areas, corresponding satellite images, and high-quality 3D building assets.

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MovieChat

A manually labeled long video QA and caption dataset, contains 1,000 video, for each longer than ten thousands frames.

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VFD-2000

A video fight detection dataset collected from YouTube, contains 2,000 video clips in diverse scenarios.

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Surveys

Deep vision multimodal learning: Methodology, benchmark, and trend

Applied Science

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Deep Learning Methods for Small Molecule Drug Discovery: A Survey

IEEE Transactions on Artificial Intelligence

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A Survey of Deep Learning in Sports Applications: Perception, Comprehension, and Decision

IEEE Transactions on Visualization and Computer Graphics (TVCG)

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Awesome-list: Vector Quantized Variational Autoencoder (VQ-VAE)

GitHub Repo GitHub stars GitHub forks

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