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)
A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition
Interspeech 2024
A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition Models
NAACL 2024
A Comprehensive View of Personalized Federated Learning on Heterogeneous Clinical Datasets
MLHC 2024
A Concise Survey of OCR for Low-Resource Languages
NAACL 2024
A Contrastive Learning Approach to Mitigate Bias in Speech Models
Interspeech 2024
A coreference corpus of Turkish situated dialogs
ACL 2024
A Cost-Efficient Modular Sieve for Extracting Product Information from Company Websites
EMNLP 2024
Acoustic Feature Mixup for Balanced Multi-aspect Pronunciation Assessment
Interspeech 2024
Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space
ACL 2024
ACRF: Compressing Explicit Neural Radiance Fields via Attribute Compression
ICLR 2024
Activation Map Compression through Tensor Decomposition for Deep Learning
NeurIPS 2024
Active, anytime-valid risk controlling prediction sets
NeurIPS 2024
ActiveDC: Distribution Calibration for Active Finetuning
CVPR 2024
Active Domain Adaptation with False Negative Prediction for Object Detection
CVPR 2024
Active Learning with LLMs for Partially Observed and Cost-Aware Scenarios
NeurIPS 2024
Active Object Detection with Knowledge Aggregation and Distillation from Large Models
CVPR 2024
Active Reinforcement Learning for Robust Building Control
AAAI 2024
A CURATEd CATalog: Rethinking the Extraction of Pretraining Corpora for Mid-Resourced Languages
COLING 2024
AdaBM: On-the-Fly Adaptive Bit Mapping for Image Super-Resolution
CVPR 2024
AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection
AAAI 2024
AdaDiff: Accelerating Diffusion Models through Step-Wise Adaptive Computation
ECCV 2024
AdaKron: An Adapter-based Parameter Efficient Model Tuning with Kronecker Product
COLING 2024
AdaLomo: Low-memory Optimization with Adaptive Learning Rate
ACL 2024
ADAM: Dense Retrieval Distillation with Adaptive Dark Examples
ACL 2024
AdaMerging: Adaptive Model Merging for Multi-Task Learning
ICLR 2024