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

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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)

AsTree: An Audio Subscription Architecture Enabling Massive-Scale Multi-Party Conferencing NSDI 2025 AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data ICLR 2025 A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models ICML 2025 Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025 A Survey of LLM-Based Applications in Programming Education: Balancing Automation and Human Oversight EMNLP 2025 A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions IJCAI 2025 A Survey on Efficient Large Language Model Training: From Data-centric Perspectives ACL 2025 A Survey on Foundation Language Models for Single-cell Biology ACL 2025 A Survey on LLM-powered Agents for Recommender Systems EMNLP 2025 AsymKV: Enabling 1-Bit Quantization of KV Cache with Layer-Wise Asymmetric Quantization Configurations COLING 2025 Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation ACL 2025 Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment AAAI 2025 Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization AAAI 2025 Asynchronous Collaborative Graph Representation for Frames and Events CVPR 2025 Asynchronous Event Error-Minimizing Noise for Safeguarding Event Dataset ICCV 2025 A Systematic Analysis of Base Model Choice for Reward Modeling EMNLP 2025 A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference NAACL 2025 A Tale of Evaluating Factual Consistency: Case Study on Long Document Summarization Evaluation ACL 2025 A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets CVPR 2025 ATAS: Any-to-Any Self-Distillation for Enhanced Open-Vocabulary Dense Prediction ICCV 2025 A Theory of Learning Unified Model via Knowledge Integration from Label Space Varying Domains CVPR 2025 AtlasD: Automatic Local Symmetry Discovery ICML 2025 AtlasIA at SemEval-2025 Task 11: FastText-Based Emotion Detection in Moroccan Arabic for Low-Resource Settings SemEval 2025 AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints AAAI 2025 AtomSurf: Surface Representation for Learning on Protein Structures ICLR 2025