conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Interpretability

7,318 papers

Papers per year

Papers

Physics-Integrated Variational Autoencoders for Robust and Interpretable Generative Modeling NIPS 2021
Characterizing the risk of fairwashing NIPS 2021
CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age NIPS 2021
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception NIPS 2021
Uncertainty-Driven Loss for Single Image Super-Resolution NIPS 2021
Multimodal Virtual Point 3D Detection NIPS 2021
Learning with Algorithmic Supervision via Continuous Relaxations NIPS 2021
Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems NIPS 2021
Designing Counterfactual Generators using Deep Model Inversion NIPS 2021
Generating High-Quality Explanations for Navigation in Partially-Revealed Environments NIPS 2021
On the Frequency Bias of Generative Models NIPS 2021
On Locality of Local Explanation Models NIPS 2021
Towards Multi-Grained Explainability for Graph Neural Networks NIPS 2021
Learning Models for Actionable Recourse NIPS 2021
Fast Axiomatic Attribution for Neural Networks NIPS 2021
Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning NIPS 2021
When in Doubt: Neural Non-Parametric Uncertainty Quantification for Epidemic Forecasting NIPS 2021
Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information NIPS 2021
Explicable Reward Design for Reinforcement Learning Agents NIPS 2021
Estimating the Unique Information of Continuous Variables NIPS 2021
Auditing Black-Box Prediction Models for Data Minimization Compliance NIPS 2021
Adaptive wavelet distillation from neural networks through interpretations NIPS 2021
Cockpit: A Practical Debugging Tool for the Training of Deep Neural Networks NIPS 2021
Learning to Predict Trustworthiness with Steep Slope Loss NIPS 2021
CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions NIPS 2021