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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
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Papers (including subtopics)

Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation EMNLP 2018
Grounding Semantic Roles in Images EMNLP 2018
Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? EMNLP 2018
Mapping natural language commands to web elements EMNLP 2018
Learning One Convolutional Layer with Overlapping Patches ICML 2018
Active Testing: An Efficient and Robust Framework for Estimating Accuracy ICML 2018
A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations ICML 2018
Neural Inverse Rendering for General Reflectance Photometric Stereo ICML 2018
Deep Predictive Coding Network for Object Recognition ICML 2018
Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML 2018
Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks ICML 2018
Deep Propagation Based Image Matting IJCAI 2018
Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion IJCAI 2018
Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask IJCAI 2018
Deep Learning Based Multi-modal Addressee Recognition in Visual Scenes with Utterances IJCAI 2018
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks IJCAI 2018
Automatic Gating of Attributes in Deep Structure IJCAI 2018
Deterministic Binary Filters for Convolutional Neural Networks IJCAI 2018
Convolutional Memory Blocks for Depth Data Representation Learning IJCAI 2018
Deep Discriminative Embeddings for Duration Robust Speaker Verification INTERSPEECH 2018
Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features INTERSPEECH 2018
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM INTERSPEECH 2018
Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic Information NAACL 2018
Scene Graph Parsing as Dependency Parsing NAACL 2018
Learning Visually Grounded Sentence Representations NAACL 2018