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
'5
'10
'15
'20
'25
Papers (including subtopics)
Detecting Diabetes Risk from Social Media Activity
EMNLP 2018
Detecting Media Sound Presence in Acoustic Scenes
Interspeech 2018
Deterministic Binary Filters for Convolutional Neural Networks
IJCAI 2018
Developing and Evaluating Annotation Procedures for Twitter Data during Hazard Events
COLING 2018
Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge
Interspeech 2018
Differential Energy Profiling: Energy Optimization via Diffing Similar Apps
OSDI 2018
Differentially Private Bayesian Inference for Exponential Families
NeurIPS 2018
Differentially Private Change-Point Detection
NeurIPS 2018
Differentially Private Contextual Linear Bandits
NeurIPS 2018
Differentially Private Database Release via Kernel Mean Embeddings
ICML 2018
Differentially Private Identity and Equivalence Testing of Discrete Distributions
ICML 2018
Differentially Private k-Means with Constant Multiplicative Error
NeurIPS 2018
Differentially Private Matrix Completion Revisited
ICML 2018
Differentially Private Regression with Gaussian Processes
AISTATS 2018
Differentially Private Robust Low-Rank Approximation
NeurIPS 2018
Differentially Private Testing of Identity and Closeness of Discrete Distributions
NeurIPS 2018
Differentially Private Uniformly Most Powerful Tests for Binomial Data
NeurIPS 2018
Differential Privacy for Growing Databases
NeurIPS 2018
Dimensionality-Driven Learning with Noisy Labels
ICML 2018
Discrete Interventions in Hawkes Processes with Applications in Invasive Species Management
IJCAI 2018
Disney at IEST 2018: Predicting Emotions using an Ensemble
EMNLP 2018
Distance Metric Facilitated Transportation between Heterogeneous Domains
IJCAI 2018
Distilling Knowledge for Search-based Structured Prediction
ACL 2018
Distributed Learning without Distress: Privacy-Preserving Empirical Risk Minimization
NeurIPS 2018
Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (Extended Abstract)
IJCAI 2018