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AnnikaLindh / Diverse_and_Specific_Image_Captioning

Star 12

Unsupervised specificity-guided optimization of Image Captioning models to encourage meaningful diversity in the generated captions. Code for the paper Generating Diverse and Meaningful Captions: Unsupervised Specificity Optimization for Image Captioning (Lindh et al., 2018).

machine-learning research computer-vision deep-learning pytorch image-captioning natural-language-generation fine-tuning multimodal-learning contrastive-loss paper-implementation papers-with-code contrastive-learning fine-tuning-image-captioning
  • Updated May 25, 2025
  • Python

epignatelli / human-level-control-through-deep-reinforcement-learning

Star 10

A jax/stax implementation of: Mnih, V., Kavukcuoglu, K., Silver, D., Rusu, A.A., Veness, J., Bellemare, M.G., Graves, A., Riedmiller, M., Fidjeland, A.K., Ostrovski, G. and Petersen, S., 2015. Human-level control through deep reinforcement learning. nature, 518(7540), pp.529-533.

reinforcement-learning deep-reinforcement-learning dqn reinforcement-learning-algorithms atari deepmind stax jax papers-with-code
  • Updated Dec 7, 2020
  • Python

I-use-IT / solar-cell

Star 10

Framework for the Simulation of Temperature Dependent Semiconductor Parameters in Silicon Solar Cells and their Respective Impact on the Current Density-Voltage Characteristic

simulation temperature effective-mass semiconductor-physics physics-simulation mobility semiconductor pv diffusion-coefficient silicon paper-implementations solar-cells bandgap chemical-potential photovoltaics paperswithcode papers-with-code carrier-concentration thermal-voltage two-diode-model
  • Updated Apr 26, 2023
  • Python

karthik-d / few-shot-dermoscopic-image-analysis

Star 8

Skin lesion image analysis that draws on meta-learning to improve performance in low data and imbalanced data regimes.

machine-learning research deep-learning metric-learning transfer-learning research-paper imbalanced-data meta-learning skin-images metalearning few-shot-learning skin-lesion-classification skin-lesion skewed-data papers-with-code isic-challenge dermoscopy embedding-network meta-learning-algorithm long-tailed-distribution
  • Updated Jan 22, 2025
  • Python

karthik-d / lung-tumor-classification

Star 3

Deep-learning based classification pipeline for subtyping lung tumors from histology. Study design and codebase to analyze the impact of nucleus segmentation on subtyping.

python opencv research deep-learning tensorflow keras image-processing classification research-tool lung-cancer-detection research-project research-paper keras-tensorflow histology published-article lung-cancer-classification histopathology-images papers-with-code histology-images segmentaton
  • Updated Apr 11, 2024
  • Python

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