conftrace_

concept discovery

27 papers

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Co-occurring keywords

self-supervised learning (3777) model interpretability (519) representation learning (6206) deep neural network (1803) concept learning (121) neural network interpretability (114) unsupervised learning (3264) multimodal pretraining (23) large language model (13587) neural network (6616)

Papers

SCALEX: Scalable Concept and Latent Exploration for Diffusion Models WACV 2026
Open Ad-hoc Categorization with Contextualized Feature Learning CVPR 2025
Hybrid Concept Bottleneck Models CVPR 2025
Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models NAACL 2025
Symbolic Regression with a Learned Concept Library NIPS 2024
Understanding Distributed Representations of Concepts in Deep Neural Networks without Supervision AAAI 2024
Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models CVPR 2024
Understanding Video Transformers via Universal Concept Discovery CVPR 2024
WWW: A Unified Framework for Explaining What Where and Why of Neural Networks by Interpretation of Neuron Concepts CVPR 2024
CoSy: Evaluating Textual Explanations of Neurons NIPS 2024
Incremental Residual Concept Bottleneck Models CVPR 2024
Towards a fuller understanding of neurons with Clustered Compositional Explanations NIPS 2023
When are post-hoc conceptual explanations identifiable? UAI 2023
Unveiling Concepts Learned by a World-Class Chess-Playing Agent IJCAI 2023
Prototype-based Dataset Comparison ICCV 2023
Corrupting Neuron Explanations of Deep Visual Features ICCV 2023
ConceptX: A Framework for Latent Concept Analysis AAAI 2023
Identifying Interpretable Subspaces in Image Representations ICML 2023
Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models ICCV 2023
ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation CVPR 2023
Analyzing Encoded Concepts in Transformer Language Models NAACL 2022
Unsupervised Causal Binary Concepts Discovery with VAE for Black-Box Model Explanation AAAI 2022
HINT: Hierarchical Neuron Concept Explainer CVPR 2022
Latent Space Explanation by Intervention AAAI 2022
SciConceptMiner: A system for large-scale scientific concept discovery ACL 2021