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)

CodecLM: Aligning Language Models with Tailored Synthetic Data NAACL 2024 Codec-SUPERB: An In-Depth Analysis of Sound Codec Models ACL 2024 Code Defect Detection Using Pre-trained Language Models with Encoder-Decoder via Line-Level Defect Localization COLING 2024 CodeFort: Robust Training for Code Generation Models EMNLP 2024 CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code EMNLP 2024 CodeJudge: Evaluating Code Generation with Large Language Models EMNLP 2024 Code Membership Inference for Detecting Unauthorized Data Use in Code Pre-trained Language Models EMNLP 2024 Code-Mixed Text Augmentation for Latvian ASR COLING 2024 CodeM: Less Data Yields More Versatility via Ability Matrix ACL 2024 Code Needs Comments: Enhancing Code LLMs with Comment Augmentation ACL 2024 CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation CVPR 2024 CogAI@SMM4H 2024: Leveraging BERT-based Ensemble Models for Classifying Tweets on Developmental Disorders ACL 2024 CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following ACL 2024 Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment ACL 2024 Cold-start Recommendation by Personalized Embedding Region Elicitation UAI 2024 Collaborating Foundation Models for Domain Generalized Semantic Segmentation CVPR 2024 Collaborative Contrastive Learning for Hypothesis Domain Adaptation Interspeech 2024 Collaborative Heterogeneous Causal Inference Beyond Meta-analysis ICML 2024 Collaborative Learning across Heterogeneous Systems with Pre-Trained Models AAAI 2024 Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New Baseline CVPR 2024 Collaborative Learning with Different Labeling Functions ICML 2024 Collaborative Refining for Learning from Inaccurate Labels NeurIPS 2024 Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference AAAI 2024 Collage: Light-Weight Low-Precision Strategy for LLM Training ICML 2024 Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval ICML 2024