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)

Ano-swinMAE: Unsupervised Anomaly Detection in Brain MRI using swin Transformer based Masked Auto Encoder MIDL 2024 A Novel GAN Approach to Augment Limited Tabular Data for Short-Term Substance Use Prediction IJCAI 2024 A Novel Two-step Fine-tuning Framework for Transfer Learning in Low-Resource Neural Machine Translation NAACL 2024 An Overview of Recent Approaches to Enable Diversity in Large Language Models through Aligning with Human Perspectives COLING 2024 Antibody Design Using a Score-based Diffusion Model Guided by Evolutionary, Physical and Geometric Constraints ICML 2024 ANU at MLSP-2024: Prompt-based Lexical Simplification for English and Sinhala NAACL 2024 An Unforgeable Publicly Verifiable Watermark for Large Language Models ICLR 2024 An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records EMNLP 2024 An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning CVPR 2024 Any2Policy: Learning Visuomotor Policy with Any-Modality NeurIPS 2024 Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs ICML 2024 Any-Shift Prompting for Generalization over Distributions CVPR 2024 AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models NeurIPS 2024 A Parameter-efficient Language Extension Framework for Multilingual ASR Interspeech 2024 A Parameter-Efficient Multi-Objective Approach to Mitigate Stereotypical Bias in Language Models ACL 2024 API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs ACL 2024 APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets NeurIPS 2024 ApiQ: Finetuning of 2-Bit Quantized Large Language Model EMNLP 2024 A Polynomial Time, Pure Differentially Private Estimator for Binary Product Distributions ALT 2024 Appearance-Based Curriculum for Semi-Supervised Learning With Multi-Angle Unlabeled Data WACV 2024 Applications of BERT Models Towards Automation of Clinical Coding in Icelandic NAACL 2024 Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition IJCAI 2024 Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient NeurIPS 2024 Approximate Leave-one-out Cross Validation for Regression with ℓ_1 Regularizers AISTATS 2024 Approximate Nearest Neighbor Search with Window Filters ICML 2024