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)

AdvST: Revisiting Data Augmentations for Single Domain Generalization AAAI 2024 A Dynamical Model of Neural Scaling Laws ICML 2024 A Dynamic GCN with Cross-Representation Distillation for Event-Based Learning AAAI 2024 A Dynamic Learning Method towards Realistic Compositional Zero-Shot Learning AAAI 2024 AED: Adaptable Error Detection for Few-shot Imitation Policy NeurIPS 2024 Aequitas Flow: Streamlining Fair ML Experimentation JMLR 2024 AESim: A Data-Driven Aircraft Engine Simulator IJCAI 2024 AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation CVPR 2024 A Fairness Analysis of Human and AI-Generated Student Reflection Summaries ACL 2024 A fast algorithm to simulate nonlinear resistive networks ICML 2024 AFBench: A Large-scale Benchmark for Airfoil Design NeurIPS 2024 A Federated Learning Approach to Privacy Preserving Offensive Language Identification COLING 2024 A Flexible Generative Model for Heterogeneous Tabular EHR with Missing Modality ICLR 2024 AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models ACL 2024 AFPQ: Asymmetric Floating Point Quantization for LLMs ACL 2024 "A Framework for Efficient Model Evaluation through Stratification, Sampling, and Estimation" ECCV 2024 AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages NAACL 2024 A General and Efficient Training for Transformer via Token Expansion CVPR 2024 A General Black-box Adversarial Attack on Graph-based Fake News Detectors IJCAI 2024 A General Implicit Framework for Fast NeRF Composition and Rendering AAAI 2024 A Generalized Shuffle Framework for Privacy Amplification: Strengthening Privacy Guarantees and Enhancing Utility AAAI 2024 A Generative Approach for Treatment Effect Estimation under Collider Bias: From an Out-of-Distribution Perspective ICML 2024 A Generative Model of Symmetry Transformations NeurIPS 2024 AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents NAACL 2024 Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP NeurIPS 2024