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)
Towards Human-aligned Evaluation for Linear Programming Word Problems
COLING 2024
Towards Identifiable Unsupervised Domain Translation: A Diversified Distribution Matching Approach
ICLR 2024
Towards image compression with perfect realism at ultra-low bitrates
ICLR 2024
Towards Improved Proxy-Based Deep Metric Learning via Data-Augmented Domain Adaptation
AAAI 2024
Towards Intelligent Automobile Cockpit via A New Container Architecture
NSDI 2024
Towards Large Certified Radius in Randomized Smoothing Using Quasiconcave Optimization
AAAI 2024
Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection
NeurIPS 2024
Towards Making Learnware Specification and Market Evolvable
AAAI 2024
Towards measuring fairness in speech recognition: Fair-Speech dataset
Interspeech 2024
Towards Memorization-Free Diffusion Models
CVPR 2024
Towards Meta-Pruning via Optimal Transport
ICLR 2024
Towards ML-supported Triage Prediction in Real-World Emergency Room Scenarios
ACL 2024
Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation
AAAI 2024
Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner
CVPR 2024
Towards More Realistic Membership Inference Attacks on Large Diffusion Models
WACV 2024
Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks
EMNLP 2024
Towards Multi-dimensional Explanation Alignment for Medical Classification
NeurIPS 2024
Towards Multi-Domain Learning for Generalizable Video Anomaly Detection
NeurIPS 2024
Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling
COLING 2024
Towards Multiple References Era – Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation
ACL 2024
Towards Neural Architecture Search through Hierarchical Generative Modeling
ICML 2024
Towards Neuro-Symbolic Video Understanding
ECCV 2024
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers
NeurIPS 2024
Towards One-to-Many Visual Question Answering
EMNLP 2024
Towards Optimal Subsidy Bounds for Envy-Freeable Allocations
AAAI 2024