gchochla

Demux-MEmo

[ICASSP'23] This repo contains code for the Demux & MEmo emotion recognition models (https://arxiv.org/abs/2210.15842), as well as code to leverage the emotion embeddings of Demux to perform zero-shot knowledge transfer (https://arxiv.org/abs/2211.00171).

Deep-Representations-of-Visual-Descriptions

Pytorch implementation of CVPR'16 paper "Learning Deep Representations of Fine-Grained Visual Descriptions", by Reed et al.

VAuLT

This repo contains the original implementation of VAuLT, the Vision-and-Augmented-Language Transformer. We provide instructions to download some multimodal social-media datasets, and scripts to experiment with. VAuLT is a stack of Transformers, a LM like BERT that preprocesses the text input of ViLT

z2fsl

Official PyTorch implementation of "End-to-end Generative Zero-shot Learning via Few-shot Learning" and the Z2FSL framework (https://arxiv.org/pdf/2102.04379.pdf).

capsules-utils

Fully vectorized and interpretable Pytorch implementation of capsule layers (and CapsNet) as described in the NIPS 2017 paper 'Dynamic Routing Between Capsules' by S. Sabour, N. Frosst and G.E. Hinton.

stackgan-pp

Unofficial PyTorch implementation of StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks, Zhang et al., PAMI 2019.

DDR

seven-deadly-syns

Collection of gamified ways to memorize synonyms

SpanEmo

SpanEmo

gchochla

gchochla.github.io

My academic personal website

legm

Your personal general manager for sound ML experimentation

subreddit_analysis

This was initially the repo for the project of PSYC626@USC of Asaf Mazar, Millad Kassaie and Georgios Chochlakis named "Powered by the Will? Exploring Lay Theories of Behavior Change through Social Media"

gridparse

An ArgumentParser that supports your grid-search needs.

llm-prior-pull

[ACII'24] The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition

alpaca-lora

Instruct-tune LLaMA on consumer hardware

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

ccmi-explorecsr

Repository for workshop colabs and coding exercises

CNN-based-RSA-for-Neural-Affective-Responses

Shared & Cross-Modal Patterns in Neural Affective Responses: find and compare similarities between different stimuli and neural responses; align different computational or conceptual stimuli representations to neural responses; identify emotions based on salient brain regions

e-barberika

💇 e-barberika

ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

ember

Basic utils and base classes for training and evaluating models in PyTorch

face-detection

Fast and reliable face detection with RetinaFace.PyTorch

mnist-vae

Code used for the results presented in my Thinking AIoud blogpost (https://thinking-ai-aloud.blogspot.com/2020/11/variational-autoencoders-vae-hands-on.html)

StackGAN-v2

z2fsl-tfvaegan

Official repository with Pytorch Z2FSL implementation of TF-VAEGAN (not in a proper working state yet)