mlvlab/TokenMixup

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Language
Python
License
MIT License
Created about 2 years ago
Updated almost 2 years ago

mlvlab/TokenMixup

mlvlab

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Official pytorch implementation of NeurIPS 2022 paper, TokenMixup

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 2023

PointWOLF

Official Implementation (PyTorch) of "Point Cloud Augmentation with Weighted Local Transformations", ICCV 2021

vid-TLDR

Official implementation of CVPR 2024 paper "vid-TLDR: Training Free Token merging for Light-weight Video Transformer".

COSE474

COSE474: Deep Learning @ Korea University

Jupyter Notebook

DAPT

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 2023

MCTF

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 paper

SageMix

Official Implementation (PyTorch) of "SageMix: Saliency-Guided Mixup for Point Clouds", NeurIPS 2022

RALF

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 2024

AGC2022_Task3_OCR

AGC2022_Task1_Detection

AGC2022_Task2_PeopleCounting

drone_ai_challenge

2021 Drone AI challenge

QAT

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 Theory

Jupyter Notebook

Drone_Task1

vision-tutorial

Course materials used in computer vision tutorial 2019. Jupyter Notebook are executable on Google Colab.

Jupyter Notebook

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 2024

KCCV2022-tutorial

KCCV 2022 tutorial

Jupyter Notebook

data303

DATA303-Advanced Machine Learning: generative AI @ Korea University

Jupyter Notebook

Allegator

Allegator: Alleviating Attention Bias for Visual-Informed Text Generation (NeurIPS, 2024)

CAF

Official Implementation (Pytorch) of "Constant Acceleration Flow", NeurIPS 2024

HOI_Attribute_Det

InvBO

Official Implementation (Pytorch) of "Inversion-based Latent Bayesian Optimization", NeurIPS 2024

KCCV2024_ProMetaR_Tutorial

Jupyter Notebook

material_anomaly_detection

DialogGSR

Official Implementation (Pytorch) of the "Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation", EMNLP 2024 (main)

DAVI-project