OPEN SOURCE / RESEARCH INFRASTRUCTURE

Make the work usable.

Code releases make methods reproducible. Curated resources make fast-moving fields easier to navigate. Both are part of the research contribution.

800+ stars across released research repositories Personal and collaborative repositories · Sep 2026

Repository-level counts below are snapshots, not live counters. They are intentionally dated so the page remains honest when GitHub data changes.

Curated resource Multimodal Perception

Awesome-Multi-Modal-Object-Re-Identification

A structured collection of multimodal object ReID methods, datasets, papers, and implementations.

123 stars Python checked Sep 2026
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Research code CVPR 2024

EDITOR

Official implementation of Magic Tokens for diverse token selection in multimodal object ReID.

114 stars Python checked Sep 2026
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Research code AAAI 2025

MambaPro

Official implementation of Mamba aggregation and synergistic prompting for multimodal object ReID.

91 stars Python checked Sep 2026
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Research code AAAI 2025

DeMo

Official implementation of decoupled feature-based mixture-of-experts for multimodal object ReID.

76 stars Python checked Sep 2026
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Research code CVPR 2025

IDEA

Official implementation and text-enhanced benchmarks for IDEA.

52 stars Python checked Sep 2026
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Research code Aerial–Ground ReID

SD-ReID

Implementation for view-aware diffusion in aerial-ground person re-identification.

6 stars Python checked Sep 2026
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Curated resource Efficient Intelligence

Awesome-EfficientAI-for-MLLM

A living index of efficient inference, compression, pruning, and systems research for multimodal large language models.

5 stars Markdown checked Sep 2026
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Research code AAAI 2024

TOP-ReID

Official implementation of token permutation for multi-spectral object re-identification.

71 stars Python checked Sep 2026
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Research code IEEE TITS 2025

FusionReID

Official implementation for unifying convolutional and Transformer features in person ReID.

28 stars Python checked Sep 2026
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Research code Efficient MLLM

ERA

Training-free visual token pruning with entropy guidance and attention-logit rectification.

2 stars Python checked Sep 2026
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Collaborative research code WACV 2025 Oral

Sigma

Siamese Mamba networks for multimodal semantic segmentation.

287 stars Python checked Sep 2026
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Collaborative research code Vision-Language Tracking

RAGTrack

Language-aware RGBT tracking with retrieval-augmented temporal reasoning.

221 stars Python checked Sep 2026
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