conftrace_

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 Robustness of Person Search against Corruptions ICCV 2025 Towards Robust Sentiment Analysis of Temporally-Sensitive Policy-Related Online Text ACL 2025 Towards Robust Training via Gradient-Diversified Backpropagation WACV 2025 Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025 Towards S²-Challenges Underlying LLM-Based Augmentation for Personalized News Recommendation AAAI 2025 Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale Datasets for Responsible LLMs IJCAI 2025 Towards Scalable and Deep Graph Neural Networks via Noise Masking AAAI 2025 Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning ICLR 2025 Towards Scalable Human-aligned Benchmark for Text-guided Image Editing CVPR 2025 Towards Scalable Newborn Screening: Automated General Movement Assessment in Uncontrolled Settings MLHC 2025 Towards Scalable Spatial Intelligence via 2D-to-3D Data Lifting ICCV 2025 Towards Secure and Usable 3D Assets: A Novel Framework for Automatic Visible Watermarking WACV 2025 Towards Ship License Plate Recognition in the Wild: A Large Benchmark and Strong Baseline AAAI 2025 Towards Source-Free Machine Unlearning CVPR 2025 Towards Stable and Storage-efficient Dataset Distillation: Matching Convexified Trajectory CVPR 2025 Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings ACL 2025 Towards Style Alignment in Cross-Cultural Translation ACL 2025 Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models NAACL 2025 Towards the Efficient Inference by Incorporating Automated Computational Phenotypes under Covariate Shift ICML 2025 Towards the Law of Capacity Gap in Distilling Language Models ACL 2025 Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs IJCAI 2025 Towards Trustworthy, Efficient, and Scalable Machine Learning AAAI 2025 Towards Trustworthy Machine Learning Under Distribution Shifts AAAI 2025 Towards Unbiased Continual Learning: Avoiding Forgetting in the Presence of Spurious Correlations WACV 2025 Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation AAAI 2025