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What do different evaluation metrics tell us about saliency models?
Zoya Bylinskii, Tilke Judd, ... (+3 more)
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10 years ago |
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Gated Feedback Recurrent Neural Networks
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Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness
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On the Expressive Power of Deep Neural Networks
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Adversarial Attack on Graph Structured Data
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11 years ago |
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Sharp Minima Can Generalize For Deep Nets
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Fixed Point Quantization of Deep Convolutional Networks
Darryl D. Lin, Sachin S. Talathi, V. Sreekanth Annapureddy
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Unitary Evolution Recurrent Neural Networks
Martin Arjovsky, Amar Shah, Yoshua Bengio
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Minimax Regret Bounds for Reinforcement Learning
Mohammad Gheshlaghi Azar, Ian Osband, Rémi Munos
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9 years ago |
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Temporal Pattern Attention for Multivariate Time Series Forecasting
Shun-Yao Shih, Fan-Keng Sun, Hung-yi Lee
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841 |
7 years ago |
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Gliding vertex on the horizontal bounding box for multi-oriented object detection
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Label-Embedding for Image Classification
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11 years ago |
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Accelerating Very Deep Convolutional Networks for Classification and Detection
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Questioning the AI: Informing Design Practices for Explainable AI User Experiences
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| 172 |
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820 |
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Meta-Learning: A Survey
Joaquin Vanschoren
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817 |
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Transfer Learning in Deep Reinforcement Learning: A Survey
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From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification
André F. T. Martins, Ramón Fernandez Astudillo
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cs.CL
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813 |
10 years ago |
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Learning Representations for Counterfactual Inference
Fredrik D. Johansson, Uri Shalit, David Sontag
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Underspecification Presents Challenges for Credibility in Modern Machine Learning
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Advances in Variational Inference
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783 |
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| 179 |
Manipulating and Measuring Model Interpretability
Forough Poursabzi-Sangdeh, Daniel G. Goldstein, ... (+3 more)
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783 |
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| 180 |
Recommendations as Treatments: Debiasing Learning and Evaluation
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779 |
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| 181 |
Explainability in Graph Neural Networks: A Taxonomic Survey
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778 |
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Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance
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767 |
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What makes for effective detection proposals?
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765 |
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Dynamic Memory Networks for Visual and Textual Question Answering
Caiming Xiong, Stephen Merity, Richard Socher
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cs.NE
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765 |
10 years ago |
| 186 |
The many Shapley values for model explanation
Mukund Sundararajan, Amir Najmi
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cs.AI
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762 |
6 years ago |
| 187 |
Input Convex Neural Networks
Brandon Amos, Lei Xu, J. Zico Kolter
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761 |
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Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables
Kate Rakelly, Aurick Zhou, ... (+3 more)
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759 |
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Drug discovery with explainable artificial intelligence
José Jiménez-Luna, Francesca Grisoni, Gisbert Schneider
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cs.AI
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750 |
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Discriminative Embeddings of Latent Variable Models for Structured Data
Hanjun Dai, Bo Dai, Le Song
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Learning Scheduling Algorithms for Data Processing Clusters
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Towards Fast Computation of Certified Robustness for ReLU Networks
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SIFT Meets CNN: A Decade Survey of Instance Retrieval
Liang Zheng, Yi Yang, Qi Tian
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9 years ago |
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Quantifying Generalization in Reinforcement Learning
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Gaussian Processes for Data-Efficient Learning in Robotics and Control
Marc Peter Deisenroth, Dieter Fox, Carl Edward Rasmussen
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Linear Mode Connectivity and the Lottery Ticket Hypothesis
Jonathan Frankle, Gintare Karolina Dziugaite, ... (+2 more)
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Human Action Recognition from Various Data Modalities: A Review
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Generalization and Equilibrium in Generative Adversarial Nets (GANs)
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Corona: System Implications of Emerging Nanophotonic Technology
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