Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
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Papers (including subtopics)
Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting
NeurIPS 2019
Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers
ICLR 2019
Bias Reduction via End-to-End Shift Learning: Application to Citizen Science
AAAI 2019
Bidirectional Learning for Domain Adaptation of Semantic Segmentation
CVPR 2019
Bidirectional One-Shot Unsupervised Domain Mapping
ICCV 2019
BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization
ACL 2019
Binarized Collaborative Filtering with Distilling Graph Convolutional Network
IJCAI 2019
Binarized Neural Networks for Resource-Efficient Hashing with Minimizing Quantization Loss
IJCAI 2019
Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?
CVPR 2019
Binary Speech Features for Keyword Spotting Tasks
Interspeech 2019
Biologically Inspired Adaptive-Q Filterbanks for Replay Spoofing Attack Detection
Interspeech 2019
Biomedical Relation Classification by single and multiple source domain adaptation
EMNLP 2019
BiOWA for Preference Aggregation with Bipolar Scales: Application to Fair Optimization in Combinatorial Domains
IJCAI 2019
Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings
NAACL 2019
BLAS-on-flash: An Efficient Alternative for Large Scale ML Training and Inference?
NSDI 2019
BLCU-NLP at COIN-Shared Task1: Stagewise Fine-tuning BERT for Commonsense Inference in Everyday Narrations
EMNLP 2019
Blending-Target Domain Adaptation by Adversarial Meta-Adaptation Networks
CVPR 2019
Blind Visual Motif Removal From a Single Image
CVPR 2019
Blink: Fast Connectivity Recovery Entirely in the Data Plane
NSDI 2019
BN-invariant Sharpness Regularizes the Training Model to Better Generalization
IJCAI 2019
Boosting Transfer Learning with Survival Data from Heterogeneous Domains
AISTATS 2019
Bounding User Contributions: A Bias-Variance Trade-off in Differential Privacy
ICML 2019
BrainEE at SemEval-2019 Task 3: Ensembling Linear Classifiers for Emotion Prediction
SemEval 2019
Breaking the Glass Ceiling for Embedding-Based Classifiers for Large Output Spaces
NeurIPS 2019
Bridging the Domain Gap for Ground-to-Aerial Image Matching
ICCV 2019