A curated list of representational alignment papers, projects, and presentations.
- Measuring Representational Alignment
- Increasing Representational Alignment
- Implications of Representational (Mis)Alignment
- Representational Alignment of X and Y
- Surveys
- Conferences, Workshops, and Symposia
- Representational similarity analysis – connecting the branches of systems neuroscience
- Measures of Neural Similarity
- Large language models predict human sensory judgments across six modalities
- Words are all you need? Language as an approximation for human similarity judgments
- Predicting Human Similarity Judgments Using Large Language Models
- Evaluating (and Improving) the Correspondence Between Deep Neural Networks and Human Representations
- Extracting Low-Dimensional Psychological Representations from Convolutional Neural Networks
- Human alignment of neural network representations
- Pointwise Representational Similarity
- Is my "red" your "red"?: Unsupervised alignment of qualia structures via optimal transport
- What can 1.8 billion regressions tell us about the pressures shaping high-level visual representation in brains and machines?
- Evaluating (and Improving) the Correspondence Between Deep Neural Networks and Human Representations
- Human alignment of neural network representations
- Harmonizing the object recognition strategies of deep neural networks with humans
- Training language models to summarize narratives improves brain alignment
- Transforming Neural Network Visual Representations to Predict Human Judgments of Similarity
- System alignment supports cross-domain learning and zero-shot generalisation
- Alignment with human representations supports robust few-shot learning
- Improving neural network representations using human similarity judgments
- CHAI 2023 (Session on Human Cognition)
- Neuromonster: Mathematics Of Neuroscience (Session on Representational Alignment)
- First Representational Alignment Workshop
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