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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.RPO
Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023TokenMixup
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)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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