{"total":25,"rows":[{"id":"2207.13243","title":"Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks","created":"2022-07-27","cited_by_count":129,"area":null},{"id":"2205.14258","title":"On the Symmetries of Deep Learning Models and their Internal Representations","created":"2022-05-27","cited_by_count":64,"area":null},{"id":"2211.12491","title":"ModelDiff: A Framework for Comparing Learning Algorithms","created":"2022-11-22","cited_by_count":30,"area":null},{"id":"2202.00095","title":"Deconfounded Representation Similarity for Comparison of Neural Networks","created":"2022-01-31","cited_by_count":19,"area":null},{"id":"2309.12821","title":"A Spectral Theory of Neural Prediction and Alignment","created":"2023-09-22","cited_by_count":14,"area":null},{"id":"2206.11939","title":"Measuring Representational Robustness of Neural Networks Through Shared Invariances","created":"2022-06-23","cited_by_count":11,"area":null},{"id":"2208.01545","title":"The Curse of Low Task Diversity: On the Failure of Transfer Learning to Outperform MAML and Their Empirical Equivalence","created":"2022-08-02","cited_by_count":10,"area":null},{"id":"2303.11277","title":"Model Stitching: Looking For Functional Similarity Between Representations","created":"2023-03-20","cited_by_count":10,"area":null},{"id":"2302.06677","title":"System identification of neural systems: If we got it right, would we know?","created":"2023-02-13","cited_by_count":9,"area":null},{"id":"2206.13498","title":"Auditing Visualizations: Transparency Methods Struggle to Detect Anomalous Behavior","created":"2022-06-27","cited_by_count":5,"area":null},{"id":"2303.16992","title":"ContraSim -- Analyzing Neural Representations Based on Contrastive Learning","created":"2023-03-29","cited_by_count":4,"area":null},{"id":"2403.05966","title":"Can Generative Models Improve Self-Supervised Representation Learning?","created":"2024-03-09","cited_by_count":3,"area":null},{"id":"2406.02329","title":"On Affine Homotopy between Language Encoders","created":"2024-06-04","cited_by_count":3,"area":null},{"id":"2111.14726","title":"Do Invariances in Deep Neural Networks Align with Human Perception?","created":"2021-11-29","cited_by_count":2,"area":null},{"id":"2112.13137","title":"Does MAML Only Work via Feature Re-use? A Data Centric Perspective","created":"2021-12-24","cited_by_count":2,"area":null},{"id":"2206.02454","title":"What do CNNs Learn in the First Layer and Why? A Linear Systems Perspective","created":"2022-06-06","cited_by_count":1,"area":null},{"id":"2311.00801","title":"GIST: Generated Inputs Sets Transferability in Deep Learning","created":"2023-11-01","cited_by_count":1,"area":null},{"id":"2112.13121","title":"The Curse of Zero Task Diversity: On the Failure of Transfer Learning to Outperform MAML and their Empirical Equivalence","created":"2021-12-24","cited_by_count":0,"area":null},{"id":"2401.02987","title":"Has Your Pretrained Model Improved? A Multi-head Posterior Based Approach","created":"2024-01-02","cited_by_count":0,"area":null},{"id":"2410.16484","title":"Identifying Sub-networks in Neural Networks via Functionally Similar Representations","created":"2024-10-21","cited_by_count":0,"area":null},{"id":"2605.11608","title":"PRISM: A Geometric Risk Bound for Decomposing Drift into Scale, Shape, and Head","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2607.20377","title":"Statevector-to-Hardware Reconstruction of a Four-Qubit ZZ Quantum Kernel: A Single-Backend Case Study of Three Execution Jobs","created":"2026-07-22","cited_by_count":0,"area":null},{"id":"2609.23125","title":"Perplexity Cost Understates What Activation Quantisation Breaks","created":"2026-09-19","cited_by_count":0,"area":null},{"id":"2609.34166","title":"Hidden Activations are not Enough I: Knowledge Matrices as Higher Representations","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2609.36288","title":"Representational and Functional Robustness to Electrode Montages in EEG Foundation Models","created":"2026-09-28","cited_by_count":0,"area":null}],"next_cursor":null}