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)
Trustworthy Machine Learning under Imperfect Data
IJCAI 2024
Truthful High Dimensional Sparse Linear Regression
NeurIPS 2024
TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models
EMNLP 2024
TSDS: Data Selection for Task-Specific Model Finetuning
NeurIPS 2024
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series
NeurIPS 2024
TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation
CVPR 2024
TüDuo at SemEval-2024 Task 2: Flan-T5 and Data Augmentation for Biomedical NLI
SemEval 2024
TueCICL at SemEval-2024 Task 8: Resource-efficient approaches for machine-generated text detection
SemEval 2024
Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images
CVPR 2024
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks
NeurIPS 2024
Tuning-free Estimation and Inference of Cumulative Distribution Function under Local Differential Privacy
ICML 2024
Tuning Stable Rank Shrinkage: Aiming at the Overlooked Structural Risk in Fine-tuning
CVPR 2024
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models
NeurIPS 2024
Turkish Typo Correction for E-Commerce Search Engines
COLING 2024
Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data
AAAI 2024
Turnstile ℓ_p leverage score sampling with applications
ICML 2024
Turn Waste into Worth: Rectifying Top-k Router of MoE
EMNLP 2024
Tweak to Trust: Assessing the Reliability of Summarization Metrics in Contact Centers via Perturbed Summaries
NAACL 2024
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging
NeurIPS 2024
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps
EMNLP 2024
Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed Learning
ICML 2024
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness
ICML 2024
Two is Better Than One: Regularized Shrinkage of Large Minimum Variance Portfolios
JMLR 2024
UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation
AAAI 2024
UDA-Bench: Revisiting Common Assumptions in Unsupervised Domain Adaptation Using a Standardized Framework
ECCV 2024