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MLV Lab (Machine Learning and Vision Lab at Korea University)'s Projects

cobo icon cobo

Official PyTorch Implementation for Advancing Bayesian Optimization via Learning Correlated Latent Space (CoBO)

cose474 icon cose474

COSE474: Deep Learning @ Korea University

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Official PyTorch Implementation for CVPR2022 paper "Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection"

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Randomly Shuffled Convolution for Self-Supervised Representation Learning

d2l-pytorch icon d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

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Distribution-Aware Prompt Tuning for Vision-Language Models (ICCV 2023)

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DATA303-Advanced Machine Learning: generative AI @ Korea University

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Official Implementation (Pytorch) of "DAVI: Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems", ECCV 2024 Oral paper

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Official Implementation (Pytorch) of "DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations", ICLR 2024

deformablegcn icon deformablegcn

Deformable Graph Convolutional Networks (Author's PyTorch implementation for the AAAI 2022 paper)

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Large Language Models are Temporal and Causal Reasoners for Video Question Answering (EMNLP 2023)

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Official repository for HOTR: End-to-End Human-Object Interaction Detection with Transformers (CVPR'21, Oral Presentation)

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