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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)

Discrete Deep Feature Extraction: A Theory and New Architectures ICML 2016
Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units ICML 2016
Dynamic Capacity Networks ICML 2016
Fixed Point Quantization of Deep Convolutional Networks ICML 2016
Group Equivariant Convolutional Networks ICML 2016
Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches JMLR 2016
Distribution-Matching Embedding for Visual Domain Adaptation JMLR 2016
Color Constancy by Learning to Predict Chromaticity from Luminance NIPS 2015
Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning NIPS 2015
Learning Wake-Sleep Recurrent Attention Models NIPS 2015
Going Deeper With Convolutions CVPR 2015
A Light Transport Model for Mitigating Multipath Interference in Time-of-Flight Sensors CVPR 2015
Traditional Saliency Reloaded: A Good Old Model in New Shape CVPR 2015
Saliency Detection via Cellular Automata CVPR 2015
Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition CVPR 2015
Privacy Preserving Optics for Miniature Vision Sensors CVPR 2015
Hypercolumns for Object Segmentation and Fine-Grained Localization CVPR 2015
Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables CVPR 2015
Radial Distortion Homography CVPR 2015
Sparse Convolutional Neural Networks CVPR 2015
Cross-Scene Crowd Counting via Deep Convolutional Neural Networks CVPR 2015
A Mixed Bag of Emotions: Model, Predict, and Transfer Emotion Distributions CVPR 2015
Hardware Compliant Approximate Image Codes CVPR 2015
Mid-Level Deep Pattern Mining CVPR 2015
Prediction of Search Targets From Fixations in Open-World Settings CVPR 2015