Pinned Repositories
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.
DDR
Deep-Representations-of-Visual-Descriptions
Pytorch implementation of CVPR'16 paper "Learning Deep Representations of Fine-Grained Visual Descriptions", by Reed et al.
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).
gridparse
An ArgumentParser that supports your grid-search needs.
legm
Your personal general manager for sound ML experimentation
stackgan-pp
Unofficial PyTorch implementation of StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks, Zhang et al., PAMI 2019.
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).
ImageToDEM
Generating Elevation Surface from a Single RGB Remotely Sensed Image Using Deep Learning
gchochla's Repositories
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).
gchochla/Deep-Representations-of-Visual-Descriptions
Pytorch implementation of CVPR'16 paper "Learning Deep Representations of Fine-Grained Visual Descriptions", by Reed et al.
gchochla/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
gchochla/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).
gchochla/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.
gchochla/stackgan-pp
Unofficial PyTorch implementation of StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks, Zhang et al., PAMI 2019.
gchochla/DDR
gchochla/seven-deadly-syns
Collection of gamified ways to memorize synonyms
gchochla/SpanEmo
SpanEmo
gchochla/gchochla
gchochla/gchochla.github.io
My academic personal website
gchochla/legm
Your personal general manager for sound ML experimentation
gchochla/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"
gchochla/gridparse
An ArgumentParser that supports your grid-search needs.
gchochla/alpaca-lora
Instruct-tune LLaMA on consumer hardware
gchochla/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
gchochla/ccmi-explorecsr
Repository for workshop colabs and coding exercises
gchochla/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
gchochla/e-barberika
💇 e-barberika
gchochla/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).
gchochla/ember
Basic utils and base classes for training and evaluating models in PyTorch
gchochla/face-detection
Fast and reliable face detection with RetinaFace.PyTorch
gchochla/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)
gchochla/StackGAN-v2
gchochla/z2fsl-tfvaegan
Official repository with Pytorch Z2FSL implementation of TF-VAEGAN (not in a proper working state yet)