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
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'25
Papers (including subtopics)
Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization
CVPR 2021
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity
ICLR 2021
Communication-Efficient Frank-Wolfe Algorithm for Nonconvex Decentralized Distributed Learning
AAAI 2021
Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization
AISTATS 2021
Community-level Research on Suicidality Prediction in a Secure Environment: Overview of the CLPsych 2021 Shared Task
NAACL 2021
Compacter: Efficient Low-Rank Hypercomplex Adapter Layers
NeurIPS 2021
Comparing CTC and LFMMI for Out-of-Domain Adaptation of wav2vec 2.0 Acoustic Model
Interspeech 2021
Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation
IJCAI 2021
Comparing Supervised Models and Learned Speech Representations for Classifying Intelligibility of Disordered Speech on Selected Phrases
Interspeech 2021
Comparing Text Representations: A Theory-Driven Approach
EMNLP 2021
Comparing the Performance of CNNs and Shallow Models for Language Identification
EACL 2021
Comparison Lift: Bandit-based Experimentation System for Online Advertising
AAAI 2021
Comparison of Grammatical Error Correction Using Back-Translation Models
NAACL 2021
Comparison of methods for explicit discourse connective identification across various domains
EMNLP 2021
Compatibility-Aware Heterogeneous Visual Search
CVPR 2021
Competency Problems: On Finding and Removing Artifacts in Language Data
EMNLP 2021
Competing Independent Modules for Knowledge Integration and Optimization
EMNLP 2021
Complementary Relation Contrastive Distillation
CVPR 2021
Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds
CVPR 2021
Composing Photos Like a Photographer
CVPR 2021
Compositional Data and Task Augmentation for Instruction Following
EMNLP 2021
Compound or Term Features? Analyzing Salience in Predicting the Difficulty of German Noun Compounds across Domains
ACL 2021
Comprehensive Knowledge Distillation with Causal Intervention
NeurIPS 2021
Compressing 1D Time-Channel Separable Convolutions Using Sparse Random Ternary Matrices
Interspeech 2021
Compressing Deep Convolutional Neural Networks by Stacking Low-dimensional Binary Convolution Filters
AAAI 2021