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Nojun Kwak

Bi-ICE: An Inner Interpretable Framework for Image Classification via Bi-directional Interactions between Concept and Input Embeddings

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Nov 26, 2024
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Decompose the model: Mechanistic interpretability in image models with Generalized Integrated Gradients (GIG)

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Sep 03, 2024
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MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline

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Jul 17, 2024
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Practical Dataset Distillation Based on Deep Support Vectors

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May 01, 2024
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Do not think pink elephant!

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Apr 22, 2024
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Coreset Selection for Object Detection

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Apr 14, 2024
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Semi-Supervised Domain Adaptation for Wildfire Detection

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Apr 02, 2024
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Unleash the Potential of CLIP for Video Highlight Detection

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Apr 02, 2024
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Deep Support Vectors

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Mar 26, 2024
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Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization

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Mar 21, 2024
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