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)
ALOFT: A Lightweight MLP-Like Architecture With Dynamic Low-Frequency Transform for Domain Generalization
CVPR 2023
A Loopback Network for Explainable Microvascular Invasion Classification
CVPR 2023
ALO-VC: Any-to-any Low-latency One-shot Voice Conversion
Interspeech 2023
AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving
OSDI 2023
Alternating Updates for Efficient Transformers
NeurIPS 2023
AltFreezing for More General Video Face Forgery Detection
CVPR 2023
Always the Best Fit: Adaptive Domain Gap Filling from Causal Perspective for Few-Shot Relation Extraction
EMNLP 2023
American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers
NeurIPS 2023
A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization
MLHC 2023
A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference
Interspeech 2023
A Mixed-Precision Quantization Method without Accuracy Degradation Using Semilayers
ACML 2023
A Model-Agnostic Heuristics for Selective Classification
AAAI 2023
A Model-Based Method for Minimizing CVaR and Beyond
ICML 2023
A Model for Every User and Budget: Label-Free and Personalized Mixed-Precision Quantization
Interspeech 2023
A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning
ICLR 2023
AMOM: Adaptive Masking over Masking for Conditional Masked Language Model
AAAI 2023
(Amplified) Banded Matrix Factorization: A unified approach to private training
NeurIPS 2023
AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite
EMNLP 2023
AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing
ACL 2023
A Multidimensional Analysis of Social Biases in Vision Transformers
ICCV 2023
A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models
Interspeech 2023
A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models
EACL 2023
A Multi-dimensional study on Bias in Vision-Language models
ACL 2023
A Multi-modal Debiasing Model with Dynamical Constraint for Robust Visual Question Answering
ACL 2023
A Multiple-Teacher Pruning Based Self-Distillation (MT-PSD) Approach to Model Compression for Audio-Visual Wake Word Spotting
Interspeech 2023