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

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142

116

147

330

517

1,020

1,828

2,498

3,411

3,854

5,063

6,422

7,176

1,666

2000

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Papers (including subtopics)

CommVQ: Commutative Vector Quantization for KV Cache Compression ICML 2025 CoMoE: Contrastive Representation for Mixture-of-Experts in Parameter-Efficient Fine-tuning EMNLP 2025 CompAct: Compressed Activations for Memory-Efficient LLM Training NAACL 2025 Comparative Knowledge Distillation WACV 2025 Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025 Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025 Comparing Methods for Multi-Label Classification of Manipulation Techniques in Ukrainian Telegram Content ACL 2025 Comparing Targeting Strategies for Maximizing Social Welfare with Limited Resources ICLR 2025 Compass: Encrypted Semantic Search with High Accuracy OSDI 2025 CompCap: Improving Multimodal Large Language Models with Composite Captions ICCV 2025 Competitive Distillation: A Simple Learning Strategy for Improving Visual Classification ICCV 2025 Componential Prompt-Knowledge Alignment for Domain Incremental Learning ICML 2025 Composable Cross-prompt Essay Scoring by Merging Models EMNLP 2025 Compositional Risk Minimization ICML 2025 Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models EMNLP 2025 Compressing tree ensembles through Level-wise Optimization and Pruning ICML 2025 Compression-Aware Computing for Scalable and Sustainable AI AAAI 2025 Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead ICML 2025 Computationally efficient reductions between some statistical models ALT 2025 Computational Thinking with Computer Vision: Developing AI Competency in an Introductory Computer Science Course AAAI 2025 Compute-Constrained Data Selection ICLR 2025 Compute or Load KV Cache? Why Not Both? ICML 2025 COMRECGC: Global Graph Counterfactual Explainer through Common Recourse ICML 2025 Concept-Based Unsupervised Domain Adaptation ICML 2025 ConceptCarve: Dynamic Realization of Evidence ACL 2025