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
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'25
Papers (including subtopics)
Robustness via Uncertainty-aware Cycle Consistency
NeurIPS 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening
CVPR 2021
Robust Object Detection via Instance-Level Temporal Cycle Confusion
ICCV 2021
Robust Online Convex Optimization in the Presence of Outliers
COLT 2021
Robust Optimization for Multilingual Translation with Imbalanced Data
NeurIPS 2021
Robust Overfitting may be mitigated by properly learned smoothening
ICLR 2021
Robust Question Answering Through Sub-part Alignment
NAACL 2021
Robust Representation Learning With Feedback for Single Image Deraining
CVPR 2021
Robust Retrieval Augmented Generation for Zero-shot Slot Filling
EMNLP 2021
Robust Speaker Extraction Network Based on Iterative Refined Adaptation
Interspeech 2021
Robust Transfer Learning with Pretrained Language Models through Adapters
ACL 2021
Robust Visual Reasoning via Language Guided Neural Module Networks
NeurIPS 2021
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training
Interspeech 2021
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking
EMNLP 2021
RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models
EMNLP 2021
ROI Maximization in Stochastic Online Decision-Making
NeurIPS 2021
RoMA: Robust Model Adaptation for Offline Model-based Optimization
NeurIPS 2021
ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques
AAAI 2021
RPN Prototype Alignment for Domain Adaptive Object Detector
CVPR 2021
RSG: A Simple but Effective Module for Learning Imbalanced Datasets
CVPR 2021
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices
AAAI 2021
Rule-based Morphological Inflection Improves Neural Terminology Translation
EMNLP 2021
Running BGP in Data Centers at Scale
NSDI 2021
Russian Paraphrasers: Paraphrase with Transformers
EACL 2021
RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation
EMNLP 2021