leonardtang Goto Github PK

2020-cs109a

adversarial-exploration

Exploring adversarial attacks on MNIST, CIFAR-10, and COCO. Methods to consider: only perturbing context pixels, non-occlusive patches, one-pixel techniques.

bootcamp-week0-exercises

Exercises for Week 0 of the DEV 2020 Winter Bootcamp

bottom-up-synthesis

Bottom-up enumerative search for simple compound expressions for Arithmetic and String manipulation DSLs

canonical-normalization

Normalization as a canonical neural computation

cartesan

good times at agi house (1st place winner)

cnn-for-nlp

PyTorch implementation of Convolutional Neural Networks for Sentence Classification (Kim 2014).

convsort

CNNs aren't Turing-complete -- so the pivotal question remains: can CNNs sort numbers?

cycle-consistent-synthesis

Maximal Mutual Information Reranking Enables Better Program Synthesis.

degraded-polygons-rbc

Degraded Polygons Raise Fundamental Questions of Neural Network Perception (NeurIPS D&B 2023)

exploit-explore-adaptive-gain

Exploration versus exploration under a multi-armed bandit as a function of uncertainty bonus

fractal-trees

A cute graphics/recursion project I made a while ago

gcn-intro

Using Graph Convolutional Networks to explore network embedding and training; eventually interested in Graph Representation Learning (i.e. scene representation)

genet

gold-miner-game

Remaking the iconic early 2000s internet game.

graph-rcnn.pytorch

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

hudsmash

leonard-tdw

Standalone controller scripts, CSV files, JSON files for image generation. Updated to match TDW (v1.6).

leonardtang.github.io-v2

A slice of my mind.

llm-watermarks

Baselines for Identifying Watermarked Large Language Models (ICML AdvML 2023)

mortality

CS109 Final Project

neroic

neural-poly-expansion

object-detection-tdw

Testing various object detection tasks using Faster RCNN with backbone ResNet-50, pretrained on COCO.

optical_inspection

NEU surface dataset -- CNN tinkering

pixmix

PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures

rand-mst

Speedy on-line MST algorithm on massive random graphs

sorting-algos

Cute little visualization of basic sorting algorithms :)

stock-forecaster

Twitter sentiment analysis + SVR to predict stocks. 3rd place poster presenter at CT JSHS.

stonks

memeing reddit. got featured in yahoo and prnewswire for these shenanigans: https://www.yahoo.com/now/expert-ai-announces-winners-sentiment-130000915.html. no longer live-updating b/c i no longer want to waste money on aws resources