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)
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation
ICLR 2023
5G-IoT Cloud based Demonstration of Real-Time Audio-Visual Speech Enhancement for Multimodal Hearing-aids
Interspeech 2023
A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance
ICCV 2023
Aambela at BLP-2023 Task 1: Focus on UNK tokens: Analyzing Violence Inciting Bangla Text with Adding Dataset Specific New Word Tokens
EMNLP 2023
AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications
EMNLP 2023
ABC-KD: Attention-Based-Compression Knowledge Distillation for Deep Learning-Based Noise Suppression
Interspeech 2023
A benchmark of categorical encoders for binary classification
NeurIPS 2023
A Binary Keyword Spotting System with Error-Diffusion Based Feature Binarization
Interspeech 2023
ABLATOR: Robust Horizontal-Scaling of Machine Learning Ablation Experiments
AutoML 2023
A Blessing of Dimensionality in Membership Inference through Regularization
AISTATS 2023
AbLit: A Resource for Analyzing and Generating Abridged Versions of English Literature
EACL 2023
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification
ICLR 2023
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention
Interspeech 2023
A Causal Framework for Decomposing Spurious Variations
NeurIPS 2023
AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration
AAAI 2023
Accelerated and Sparse Algorithms for Approximate Personalized PageRank and Beyond
COLT 2023
Accelerated Coordinate Encoding: Learning to Relocalize in Minutes Using RGB and Poses
CVPR 2023
Accelerated On-Device Forward Neural Network Training with Module-Wise Descending Asynchronism
NeurIPS 2023
Accelerated Training via Incrementally Growing Neural Networks using Variance Transfer and Learning Rate Adaptation
NeurIPS 2023
Accelerating Dataset Distillation via Model Augmentation
CVPR 2023
Accelerating Molecular Graph Neural Networks via Knowledge Distillation
NeurIPS 2023
Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation
EMNLP 2023
Accelerating the Training of Video Super-resolution Models
AAAI 2023
Accelerating Toeplitz Neural Network with Constant-time Inference Complexity
EMNLP 2023
Accelerating Transducers through Adjacent Token Merging
Interspeech 2023