Pinned Repositories
DMCMC
Official PyTorch implementation of "Denoising MCMC for Accelerating Diffusion-Based Generative Models", ICML 2023 Oral Paper
EBCLR
Official PyTorch implementation of "Energy-Based Contrastive Learning of Visual Representations", NeurIPS 2022 Oral Paper
GCTM
Official PyTorch implementation of "Generalized Consistency Trajectory Models for Image Manipulation"
Generative-Adversarial-Text-to-Image-Synthesis-Tensorflow
Tensorflow implementation of Generative Adversarial Text to Image Synthesis for MNIST handwritten digit dataset
MemN2N-Tensorflow
Implementation of End-To-End Memory Networks with Tensorflow for bAbI Dataset
Paper-Review
Reviews of papers on ML, DL, Statistics, Optimization, etc.
Rectified-Gradient
Official repository for "Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps".
Robustness-and-Interpretability
Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".
Understanding-NN
Tensorflow tutorial for various Deep Neural Network visualization techniques
UNSB
Official Repository of "Unpaired Image-to-Image Translation via Neural Schrödinger Bridge" (ICLR 2024)
1202kbs's Repositories
1202kbs/Understanding-NN
Tensorflow tutorial for various Deep Neural Network visualization techniques
1202kbs/Rectified-Gradient
Official repository for "Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps".
1202kbs/GCTM
Official PyTorch implementation of "Generalized Consistency Trajectory Models for Image Manipulation"
1202kbs/Robustness-and-Interpretability
Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".
1202kbs/DMCMC
Official PyTorch implementation of "Denoising MCMC for Accelerating Diffusion-Based Generative Models", ICML 2023 Oral Paper
1202kbs/MemN2N-Tensorflow
Implementation of End-To-End Memory Networks with Tensorflow for bAbI Dataset
1202kbs/Paper-Review
Reviews of papers on ML, DL, Statistics, Optimization, etc.
1202kbs/EBCLR
Official PyTorch implementation of "Energy-Based Contrastive Learning of Visual Representations", NeurIPS 2022 Oral Paper
1202kbs/Generative-Adversarial-Text-to-Image-Synthesis-Tensorflow
Tensorflow implementation of Generative Adversarial Text to Image Synthesis for MNIST handwritten digit dataset
1202kbs/InfoGAN-Tensorflow
Implementation of InfoGAN in Tensorflow for MNIST handwritten digit dataset
1202kbs/object-detection-api-wrapper
Simple wrapper for Google Object Detection API
1202kbs/Gaussian-Process
Numpy implementation of "Gaussian Processes for Machine Learning", Chapters 2.1 and 2.2
1202kbs/HMM
A java library for Hidden Markov Models
1202kbs/LSTM
1202kbs/Annotated_MNIST
Thickness and skew labeler for MNIST handwritten digit dataset
1202kbs/Tensorflow-Graph-Utils
Simple module for visualizing and editing Tensorflow Graphs in Jupyter Notebook
1202kbs/stackGAN-Tensorflow
Tensorflow implementation of Generative Adversarial Network for MNIST handwritten digit dataset
1202kbs/1202kbs
Config files for my GitHub profile.
1202kbs/1202kbs.github.io
ML and Math Blog
1202kbs/HamiltonPipe
1202kbs/online-neural-style
An Online Implementation of A Neural Algorithm of Artistic Style