jnhwkim

ban-vqa

Bilinear attention networks for visual question answering

cbp

Multimodal Compact Bilinear Pooling for Torch7

ddx

Deep Learning Dashboard

dropc-wan

Regularization of Neural Networks using DropConnect

MulLowBiVQA

Hadamard Product for Low-rank Bilinear Pooling

nips-mrn-vqa

Multimodal Residual Learning for Visual QA (NIPS 2016)

orthoad

Semi-Orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation

Pensees

A collection of fragments for reading research papers.

PREA

PREA for the comparative evaluation to MGBR.

rnn

Recurrent Neural Network library for Torch7's nn

jnhwkim/ban-vqa

Bilinear attention networks for visual question answering

jnhwkim/orthoad

Semi-Orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation

jnhwkim/Pensees

A collection of fragments for reading research papers.

jnhwkim/academic-kickstart

jnhwkim/ngp_pl

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

jnhwkim/Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

jnhwkim/mid.metric

jnhwkim/nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

jnhwkim/tiny-cuda-nn

Lightning fast C++/CUDA neural network framework

jnhwkim/awesome-anomaly-detection

A curated list of awesome anomaly detection resources

jnhwkim/awesome-NeRF

A curated list of awesome neural radiance fields papers

jnhwkim/Awesome-Text-to-Image

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

jnhwkim/generative-models

Generative Models by Stability AI

jnhwkim/graph-rcnn.pytorch

Pytorch code for our ECCV 2018 paper "Graph R-CNN for Scene Graph Generation" and other papers

jnhwkim/HERO

Research code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"

jnhwkim/higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

jnhwkim/instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

jnhwkim/KoBERT

Korean BERT pre-trained cased (KoBERT)

jnhwkim/L2T-ww

Learning What and Where to Transfer (ICML 2019)

jnhwkim/Lafite

Code for paper LAFITE: Towards Language-Free Training for Text-to-Image Generation (CVPR 2022)

jnhwkim/long-range-arena

Long Range Arena for Benchmarking Efficient Transformers

jnhwkim/nerf-supervision-public

jnhwkim/nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

jnhwkim/releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

jnhwkim/relu_edge_subdivision

Code for the ICML 2023 paper Polyhedral Complex Extraction from ReLU Networks using Edge Subdivision.

jnhwkim/sglkt-visdial

🌈 PyTorch Implementation for EMNLP'21 Findings "Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer"

jnhwkim/Smart-glasses

jnhwkim/torch-batch-svd

A batched version SVD of PyTorch implemented by cuSolver

jnhwkim/VL-T5

PyTorch code for "Unifying Vision-and-Language Tasks via Text Generation" (ICML 2021)

jnhwkim/VQ-Diffusion