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)
Automatic Generation of Grounded Visual Questions
IJCAI 2017
Automatic Scoring of Shadowing Speech Based on DNN Posteriors and Their DTW
Interspeech 2017
Avoiding Discrimination through Causal Reasoning
NeurIPS 2017
Axiomatic Attribution for Deep Networks
ICML 2017
Aye or naw, whit dae ye hink? Scottish independence and linguistic identity on social media
EACL 2017
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning
ACL 2017
Bayesian Compression for Deep Learning
NeurIPS 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model
NeurIPS 2017
Beyond Binary Labels: Political Ideology Prediction of Twitter Users
ACL 2017
Beyond Filters: Compact Feature Map for Portable Deep Model
ICML 2017
Beyond Parity: Fairness Objectives for Collaborative Filtering
NeurIPS 2017
Bingo at IJCNLP-2017 Task 4: Augmenting Data using Machine Translation for Cross-linguistic Customer Feedback Classification
IJCNLP 2017
Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning
CVPR 2017
Budget-Aware Deep Semantic Video Segmentation
CVPR 2017
Cake Cutting: Envy and Truth
IJCAI 2017
Calibration Approaches for Language Detection
Interspeech 2017
Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent
NeurIPS 2017
Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains
ACL 2017
Category-aware Next Point-of-Interest Recommendation via Listwise Bayesian Personalized Ranking
IJCAI 2017
Certified Defenses for Data Poisoning Attacks
NeurIPS 2017
Classifying Illegal Activities on Tor Network Based on Web Textual Contents
EACL 2017
Clipper: A Low-Latency Online Prediction Serving System
NSDI 2017
ClockWork-RNN Based Architectures for Slot Filling
Interspeech 2017
Clustering High Dimensional Dynamic Data Streams
ICML 2017
Collect at Once, Use Effectively: Making Non-interactive Locally Private Learning Possible
ICML 2017