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Core AI

3,800 papers (63 classified directly here)

Subtopics

Computer Vision (2,278) Multimodal Learning (1,266) Efficient Computing (180) Interpretability (74) Multi-Modal Learning (55) Foundation Models (35)

Papers per year

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14
93
291
842
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Papers (including subtopics)

Comparatives, Quantifiers, Proportions: a Multi-Task Model for the Learning of Quantities from Vision NAACL 2018
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets NAACL 2018
Stacking with Auxiliary Features for Visual Question Answering NAACL 2018
Object Ordering with Bidirectional Matchings for Visual Reasoning NAACL 2018
Visual Referring Expression Recognition: What Do Systems Actually Learn? NAACL 2018
Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach RSS 2018
Real Time Image Saliency for Black Box Classifiers NIPS 2017
Introspective Classification with Convolutional Nets NIPS 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? NIPS 2017
Deep Hyperspherical Learning NIPS 2017
Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts NIPS 2017
Visual Reference Resolution using Attention Memory for Visual Dialog NIPS 2017
Attentional Pooling for Action Recognition NIPS 2017
Working hard to know your neighbor's margins: Local descriptor learning loss NIPS 2017
Visual Interaction Networks: Learning a Physics Simulator from Video NIPS 2017
Self-Supervised Intrinsic Image Decomposition NIPS 2017
Houdini: Fooling Deep Structured Visual and Speech Recognition Models with Adversarial Examples NIPS 2017
Learning multiple visual domains with residual adapters NIPS 2017
End-to-End Learning of Semantic Grasping CORL 2017
The Feeling of Success: Does Touch Sensing Help Predict Grasp Outcomes? CORL 2017
image2mass: Estimating the Mass of an Object from Its Image CORL 2017
FOIL it! Find One mismatch between Image and Language caption ACL 2017
Combating Human Trafficking with Multimodal Deep Models ACL 2017
Learning Character-level Compositionality with Visual Features ACL 2017
Locally Smoothed Neural Networks ACML 2017