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SPoTr
Official pytorch implementation of "Self-positioning Point-based Transformer for Point Cloud Understanding" (CVPR 2023).Flipped-VQA
Large Language Models are Temporal and Causal Reasoners for Video Question Answering (EMNLP 2023)SELAR
Official PyTorch Implementation of "Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs". NeurIPS 2020.TokenMixup
Official pytorch implementation of NeurIPS 2022 paper, TokenMixupPointWOLF
Official Implementation (PyTorch) of "Point Cloud Augmentation with Weighted Local Transformations", ICCV 2021vid-TLDR
Official implementation of CVPR 2024 paper "vid-TLDR: Training Free Token merging for Light-weight Video Transformer".COSE474
COSE474: Deep Learning @ Korea UniversityDAPT
Distribution-Aware Prompt Tuning for Vision-Language Models (ICCV 2023)MELTR
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models (CVPR 2023)UP-NeRF
Official Implementation (PyTorch) of "UP-NeRF: Unconstrained Pose-Prior-Free Neural Radiance Fields", NeurIPS 2023MCTF
Official implementation of CVPR 2024 paper "Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers".DAVI
Official Implementation (Pytorch) of "DAVI: Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems", ECCV 2024 Oral paperSageMix
Official Implementation (PyTorch) of "SageMix: Saliency-Guided Mixup for Point Clouds", NeurIPS 2022RALF
Official implementation of CVPR 2024 paper "Retrieval-Augmented Open-Vocabulary Object Detection".DeformableGCN
Deformable Graph Convolutional Networks (Author's PyTorch implementation for the AAAI 2022 paper)SpeaQ
Official PyTorch implementation of "Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection" (CVPR 2024).ProMetaR
Official implementation of CVPR 2024 paper "Prompt Learning via Meta-Regularization".DDMI
Official Implementation (Pytorch) of "DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations", ICLR 2024AGC2022_Task3_OCR
AGC2022_Task1_Detection
AGC2022_Task2_PeopleCounting
drone_ai_challenge
2021 Drone AI challengeQAT
Official pytorch implementation of 'Relation-aware Language-Graph Transformer for Question Answering' (AAAI 2023)OVQA
Open-Vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models (ICCV 2023)SCDM
Official PyTorch implementation of "Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis" (ICML 2024).NuTrea
Official implementation of NeurIPS 2023 paper, "NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA".MonotoneFlows
Official PyTorch implementation of NeurIPS 2022 paper "Invertible Monotone Operators for Normalizing Flows"Drone_task4
DFC609-2022S
Basic Artificial Intelligence TheoryDrone_Task1
vision-tutorial
Course materials used in computer vision tutorial 2019. Jupyter Notebook are executable on Google Colab.Rony2_task3
PDC
CoBO
Official PyTorch Implementation for Advancing Bayesian Optimization via Learning Correlated Latent Space (CoBO)CPC_HOI
Official PyTorch Implementation for CVPR2022 paper "Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection"LLaMo
Official Implementation (Pytorch) of the "LLaMo: Large Language Model-based Molecular Graph Assistant", NeurIPS 2024KCCV2022-tutorial
KCCV 2022 tutorialdata303
DATA303-Advanced Machine Learning: generative AI @ Korea UniversityAllegator
Allegator: Alleviating Attention Bias for Visual-Informed Text Generation (NeurIPS, 2024)CAF
Official Implementation (Pytorch) of "Constant Acceleration Flow", NeurIPS 2024HOI_Attribute_Det
InvBO
Official Implementation (Pytorch) of "Inversion-based Latent Bayesian Optimization", NeurIPS 2024KCCV2024_ProMetaR_Tutorial
material_anomaly_detection
DialogGSR
Official Implementation (Pytorch) of the "Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation", EMNLP 2024 (main)DAVI-project
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