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)
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
NeurIPS 2024
Torque Based Structured Pruning for Deep Neural Network
WACV 2024
To Share or Not to Share: What Risks Would Laypeople Accept to Give Sensitive Data to Differentially-Private NLP Systems?
COLING 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NeurIPS 2024
Toward a Stable, Fair, and Comprehensive Evaluation of Object Hallucination in Large Vision-Language Models
NeurIPS 2024
Toward effective protection against diffusion-based mimicry through score distillation
ICLR 2024
Toward Efficient Inference for Mixture of Experts
NeurIPS 2024
Toward More Generalized Malicious URL Detection Models
AAAI 2024
Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise
AAAI 2024
Towards 3D Molecule-Text Interpretation in Language Models
ICLR 2024
Towards a Better Theoretical Understanding of Independent Subnetwork Training
ICML 2024
Towards Accurate and Fair Cognitive Diagnosis via Monotonic Data Augmentation
NeurIPS 2024
Towards Accurate Post-training Quantization for Diffusion Models
CVPR 2024
Towards a Clean Text Corpus for Ottoman Turkish
ACL 2024
Towards a Collective Medical Imaging AI: Enabling Continual Learning from Peers
MIDL 2024
Towards a Complete Benchmark on Video Moment Localization
AISTATS 2024
Towards Algorithmic Fidelity: Mental Health Representation across Demographics in Synthetic vs. Human-generated Data
COLING 2024
Towards a new research agenda for multimodal enterprise document understanding: What are we missing?
ACL 2024
Towards a Self-contained Data-driven Global Weather Forecasting Framework
ICML 2024
Towards Assessing and Benchmarking Risk-Return Tradeoff of Off-Policy Evaluation
ICLR 2024
Towards Automated Document Revision: Grammatical Error Correction, Fluency Edits, and Beyond
NAACL 2024
Towards Automatic Boundary Detection for Human-AI Collaborative Hybrid Essay in Education
AAAI 2024
Towards Backward-Compatible Continual Learning of Image Compression
CVPR 2024
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization
NAACL 2024
Towards Better Structured Pruning Saliency by Reorganizing Convolution
WACV 2024